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<title>The Methodological Divide of Sociology R Code Documentation</title>

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a,b=n.timers,c=0;for(hb=n.now();c<b.length;c++)a=b[c],a()||b[c]!==a||b.splice(c--,1);b.length||n.fx.stop(),hb=void 0},n.fx.timer=function(a){n.timers.push(a),a()?n.fx.start():n.timers.pop()},n.fx.interval=13,n.fx.start=function(){ib||(ib=a.setInterval(n.fx.tick,n.fx.interval))},n.fx.stop=function(){a.clearInterval(ib),ib=null},n.fx.speeds={slow:600,fast:200,_default:400},n.fn.delay=function(b,c){return b=n.fx?n.fx.speeds[b]||b:b,c=c||"fx",this.queue(c,function(c,d){var e=a.setTimeout(c,b);d.stop=function(){a.clearTimeout(e)}})},function(){var a,b=d.createElement("input"),c=d.createElement("div"),e=d.createElement("select"),f=e.appendChild(d.createElement("option"));c=d.createElement("div"),c.setAttribute("className","t"),c.innerHTML="  <link/><table></table><a href='/a'>a</a><input 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) format('truetype');
}
@font-face {
font-family: 'Raleway';
font-style: normal;
font-weight: 700;
src: 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) 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P5wEBABkBAXAcIVHfzgDwr+ogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K/u0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf+7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY/AT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX/dQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K/XQYGf5XDB4CBggEDRkBqRkYAowKDsgOC/4+Cw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJy/ov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2+DCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ+AjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL/pYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ+AjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L/pcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv+lwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB/AI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA/K4KDw8KA1IKDw/9CDIKDw8KMgoPD9IBwgoPDwr+PgoPD74yCg8PCjIKDw/SAcIKDw8K/j4KDw++MgoPDwoyCg8P0gHCCg8PCv4+Cg8PvjIKDw8KMgoPD9IBwgoPDwr+PgoPDwSwDwr7ggoPDwoEfgoPyA8K/K4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT/tRSdmQpOzspA4QpOzsp/ageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE+ATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH+WwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT++uSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF//tQKDw8KASx03qP9wAwI/jQIDAwIAcwIDAwI/jQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ/AScmND8BNjIXAUEBAgkMDAn+/hUZ+goPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg+EeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY/ATYBQQECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK/RIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd+hGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk/nBkAfQCvMjI/tTIZAJY+7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs/UQBLGRkZAOEZGT+DGRkAfT+1AEsA4RkZGQCWP4MZMgBLAEsyGT+1AEs/tQBLMhkZGT+DP4MAfRk/tRkZGRkyGTI/tQBLMhkZGT+1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI/OD+1AEsyGRkyGRkASzIyMgD6PwYA+j8GAPo/BgD6PwYA+j7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI/jAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAwYCqggI/jAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg/9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj//wRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4+/j4dBLAdFfuCAbz+QwR/FR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY/ATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2/kQLEAFOBw45BhcKAcIKFwY+DgdTARABVpYKFgROBBYK/doKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw/+sf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg/+cA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP/agOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE+BAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT+z76Hh76H/u9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K/7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE/AQEDIQMCqQGBFCgSJQkK/l81LBFS/nk6IgsJKjIe/pM4HAwaBwcBj6wBVKIEr/waMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu/VoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU+ATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD+DCk7AQYLFyEaAdc5dWM+Hy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb/K5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK/gy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL/tQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI+AzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn+cAQOIhoWyBkYJhMZCwgyA+j7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI/OCnpwMgpwACACH/tQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ/nAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V/agVHR0VA+gVHR0V/BgVHR0VAyAVHR0V/OAVHR0VBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V/UQVHR2zBEwVHR0V+7QVHR3dArwVHR0V/UQVHR2zBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V/agVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V/OAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3+6WQVHR0VZBUdHf7pZBUdHRVkFR0d/ulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA/AAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA/AE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd/tQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3+1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG/5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V/gwVHR3++qfIyAHCASwVHR0V/tQVHR0VAlgVHR0V/agVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V/gwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd+7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3+1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH/0SHywsBIT+1AEsA+gsH/12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs/NJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7+4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4+rWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab/G8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ+BQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ/f4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA+hsAgYUFR0OFgoFBmz9BQGQMje7/pApOzspAfQpO8i7o/5wpbm5Azj+lqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp/gwpOzsptsj+tKW5uaUBkKW5/tf+ljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml/nClubkCfwFTCAj+rAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn+DCk7OymZZ6W5uaUBkKW5G/7TBxUH/s4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX+cKW5uQHKAYsHFQdlBwf97QcVB/gHB2UHFQdvCBQETBexOyn+DCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH+AcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE+AQgIFAgBBAcFCqrICggBCAgI/vgICsiqCgUH/vwIFAj++AgFCq/ICgj++AgIAQgICsivCgUDlgEICAj++AgKyK0KBAf+/AcVB/73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ/+MB0VZBUdHQRMHRX+SgHFDggV/BgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ/+MBUP/jAdFWQVHR0ETB0V/koBxQ4IFf5KAcUOCBX8GBUIDgHF/koVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ/+MBUP/hQPDwHsDxUB0A8VBBr8GBUIDgHF/koVCA4B4A4qDgHgDggV/koBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS/NISGRkEMv4OCx4L/g4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2+sgVHR0VyBUdHQGlyBUdHRXIFR0dA+gdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw/+FA8V/jAPFRUPAmQBthUIDv4gDioO/iAOCBUBtv47DggVA+gVCA4AAAH//gACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL+MQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX+OQ4JFAPoFQkP/j4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA+gVCA7+OwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW++4WCQ8B9Q8q/fcD6BUdHRX8GBUdHQQ5/eQPFhYPAhwP/UgdFWQVHR0VZBUdAAEAiP/8A3UESgAFAAAJAgcJAQN1/qABYMX92AIoA4T+n/6fxgIoAiYAAAAAAQE7//wEKARKAAUAAAkBJwkBNwQo/dnGAWH+n8YCI/3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4+rWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX+DBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm/5+HRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI/ARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ+AQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB/IHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm/4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ+AQUiDgMVFDsBFjc+ATMyFhUUBgciDgUHBhY7ATI+AzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ/eMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD/7UDwoyCg/IDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw+5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP/s2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA/AAAAMh4CFA4CIi4CND4BBCIOARQeATI+ATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb/oxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJyg2oHB/7ACBQIyggIagcVB0/FBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf+vwcHywcVB2oICE/FBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ+AQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV/t0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA/kAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ/AgoQEP32EBf92hUdHRUCJhcD8f5VDSYN/lUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3+3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN/lUNJg3+VQ0KFQEjHQSwHRX92hcQ/fYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ/AgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN/lUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I/iH+1BUdFQ5e+QgUCGoHB/leDggEsB0V/tQVCA5e+QcHaggUCPleDhX7UB0VASwVCA5e+QcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ/AScmNgP2agcH+V4OCBX+1BUdFQ5e+QgU/QwBLBUdFQ5e+QgUCGoHB/leDggEYGoIFAj5Xg4VHRUBLBUIDl75B/3xHRX+1BUIDl75BwdqCBQI+V4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3+DA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc+BAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP/nDI/nAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe/okKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf+iQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc+ATc+AScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy/t3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U/M0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc+ATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY+BDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA//cAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl+DiINfWjIWCwQMWv3/Iw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP/cAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ+BTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2/VFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP/ngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U/BQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR/plkGhPNzRMaZP6ZERgWDwFrBLBYPv6t/rsOMRQpFA0M+f75XRRAFRAJgIAJEBVAFF0BB/kMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA/AEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk/HxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd/nD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb/kPD/kOFZ/9qP7dFR0dFdECWPEV/amNetEVHR0VASMDGvkPD/kOFfG1jXqfFQSN5g4qDuYOCBWW/agdFWQVHQJYlhUI/piNeh0VZBUd/k3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7/tQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3+1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6+hUdHRX6+hUd/nD+1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB//8A1ARMA8IABQAAAQcJAScBBEzG/p/+n8UCJwGbxwFh/p/HAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH/p8BYQAAAAAC/1EAZAVfA+gAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW/oP+HOYOCBWWAYHX/RIVHZYVCA7mDioD6B0V/dkVDvkPD/kOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3+1B0qHR8SHQYFyTYUHh4EsBYQoiUY/iUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw+1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz+1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY/ATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO+Q8P+Q4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ/5Dg75DxUCWBUDYOUPKQ/lDwkUl5cUCQ/lDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt/BgpOzspA+gpOzv+q2RkZAGQAtwXLSgV/R1kOylkKTs7KWQpO8hkZGRkAAAAA/+cAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k/V0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj+7BAIHBUBUQ76AgQQDw36/tT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM+ATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU+LwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N/rmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI+ARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW+v4+Mv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3+qBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv/tQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo/rgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl+IZJZkMjIBwvoETCEY/qgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX+DBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP/qoHphwOOmQBJYMGGw/LFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7+rRUoog0CDRElCkj+CVkBUxUoMjIBAgIDBQIZFrdT5B0V/gwVHR0VAfQVHQAAAAP/nABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf+qg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH+Jd0PHAaCASZq/qoCUGQVHR0VZBUdHQRP5gEFEBEXC/3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE+AR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN/fMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V/gwVHR0FDm5UaoMGGw/+qgemHA4OAWsfFm4NAQxUAS5U1ssVExIW/jgCCgIJAwcDBQMBDBGSVv6tZAElgwYb/QsdFWQVHR0VZBUdAAP//QAGA+gFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM+BDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX+DBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf+qg8bBgHP/q1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob+7RAX/u0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm/453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX+7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm+jfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm/5AARMQEP7tEBf+7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg+JFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD+7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ+ASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY+ATc+AzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU/OR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg/KhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh+WYcrIgsW/awQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA+gpOzsp/BgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH+1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E/tTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv+DMj+DDspASw7KcgB9Dsp/BgpOwSwOylkOyn+cGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj+L2oHB8deDggV/tQVHRUOXscIFALLXg4VHRX+1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX+1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX+1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5/d8t2gXl6gAcbgv29vv+C/b2/+LS0gIC0gAUwtICAWDg83ETNIMykfegEJ/octICAtIAIdLSAgLSAEqF+f3fLdoF5eoN3y3Z9Xb7/gv29vv+C/BiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf/YAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr+qw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB/0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH/6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6+RAH/SBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg+PqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB/slVVsn+AeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn/8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ/ARYfAQcXAQKru0KNQjgiHR8uEl/3/nvUaRONQkIBGxJpCgmNQkL+5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl/4/nvUahKNQrpCARv+RmkICY1CukL+5UJCjUK7Qjc3LxFf+AGFAAAAAAMAyAAAA+gEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7/Vj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8/RY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT+6dT+zP7oywEz0gEsAQsjDx0qBKH+5g8qHQ8j/vX+1NL+zcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH/s0NBxMtPGQ+i6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ/soCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc+ATM2FjMyNxcOAyMiLgEHDgEPASc+BTc+AScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig/IhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn//wSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF+YOCBWWyJYVCA7mDioBLBYO+g8P+g4WA4QQ+Q4V/HwDhBUO+Q8AAAQAGf//A+gEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI/tTIyAEsArxkZAH0/HwWDvoPD/oOFgOEZMjI/RL6ZJb6ZAAAAAAEABn//wPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO+g8P+g4WA4SW+mSW+mT7UGRkAfRkyMgAAAAEABn//wRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD/oOFgOE/gwBkGT7UGQBkGTIyAAAAAAEABn//wRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD/oOFgOE/gxkAZBkyMj7tAGQZAAAAAAFABn//wSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk/nABkGT+DAH0ASwWDvoPD/oOFgOEyMj+DMj+DMj+DMgABQAZ//8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD+DAH0ZP5wAZBk/tQBLGTIyAEsFg76Dw/6DhYDhMjI/gzI/gzI/gzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P+cKW5uQJn/gwpOzspAfQpOzsETLuj/nClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml/nCju7wCZP4MKTs7KQH0KTs7/m/9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn+DCk7OykB9Ck7gr4MJAy+DAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX+cKW5uQJn/gwpOzspAfQpOzv+FQGQFQsMvgwkDL4MCwRMvKL+cKW5uaUBkKO7yDsp/gwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf+DCk7OykB9Ck7O/77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn+DCk7OykB9Ck7z/0QGBgQ/REAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX+cBUdHRUBwik7Oyn+PhUdHb8BRBAQ/rwQFvoVHR0V+hYETLml/nCluR0VZBUdOykB9Ck7HRVkFR3p/uQOJg7+5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B/vf+8wQMDgkJCQUCUCcn/tIXCAoQSwENuwUJEASeCQoRC/5TBwEjEv7K/sUFDwgLFQnlbm4TFRRWAS/TBhAAAAACAAAAAAT+BEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4+KTs7KQHCFR0dFf5wpbm5AvEBRBAQ/rwQFvoVHR0V+hYETB0VZBUdOyn+DCk7HRVkFR25pQGQpbnp/uQOJg7+5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj+75wpOzspAfQpO8i7o/5wpbm5pQEsBLAdFf5wFQgObf7IDw+NDykPAThtDhX+1Dsp/gwpOzsplMj+1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx/nugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO/oEOJw3+hQ0JFfod/oUD6BUd+7QdA2dkBLAdFf6iFg/+Vg8PAaoPFgFeFR38fB0V+voVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE+AQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n/fkD6BUd+7QdA2dkBJ7+TQ8g+hQeHRX6IQ8BrxAC/H8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB/7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH/fMICAEjCBQIiwcH/dIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY/ASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A+gVHfu0HQNnZAP/jg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V+voVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ/AQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A+gVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3+WB0V+voVHWQyMgACAAT/7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d/sb+cQSs/TMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V+gH0ZMhkZAPo/K4VHQGQ/nAdFQPoFB7+1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC/tVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf+XAgUCMoICGoHFQdPASkHFQPolf7VXwkJk/5wHRUD6BQe/tQBLMjI/c5qBxUH/lsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72/reWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykD6P7zZ4YPAw7+9v5wHRUD6BQe/tQBLMjI/YxGDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM/qIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA+j+1B0Vlv5wHRUD6BQe/tQBLMjI/agdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75/m6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P/vf+cB0VA+gUHv7UASzIyP2F5Q8V+hQeHhT6FQ/lDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd+1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U/doVHR0VAib+1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX+cAGQFf0vMhUdHRUyyGRk/oL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI/oUdFWQVHcjI/cvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ+AzMyFh8BETMRPAE+AjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX+4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH/uuFR0dFQGNAQgbHzUeAWcfRJEZDA3+Phw/MSkLC/5BFR0dFQG/BA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn+DBlL/nAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr+diUNODgBBQoUDgN4FhkBAjg4DSX+dgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn+2cj+cGQBd/4lASwpOzsp/tQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn+DCk7OykB9Ck7ZMjI/veFo4XGyMhm+BUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE+BRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB/LimdWQ/LAkJHRTKFB2N/sKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V+7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy/tEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI/OAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7/Rv+1DspZCk7BEw7KfwYA+gpO/7UOyn9RAK8KTv84AGQKTs7KQAAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkyMhkZARMsHz+DHywsHwB9HywyP1EArzIZP7UZGQBLGT+1GQB9GT+1AEsAAAABf+cAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE/gxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI/UQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP+cAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj+1AEsAZDIyP7UASwETLB8/gx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP+cAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE/gz+1AEsAZD+1ARMsHz+DHywsHwB9HywyP1EArz+DJaWlpYBLAAAAAX/nAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8/gx8sLB8AfR8sMj9RAK8/agB9GRWQUFUASz+1FRBQVYAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkZMjIZGQETLB8/gx8sLB8AfR8sMj9RAK8yGT+1GRkASz+DAGQZP4MZAAG/5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8/UR8sLAYA4T9RMj+1GQCWGRkyP2oZAEsZGQETLB8/gx8sLB8AfR8sMj9RAK8yP5wAfT+DAGQZMjIyP7UZAAF/5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI/UQCvP5wyDLIlmT+DAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz+1AEs/tRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv/y/50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V/tQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi/bMPCv7tFxD0EBD0EBcBEwoPAAAAAAL/8v+cBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr+hg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ+teGOkHAFoEBD+k3NPRWsOExNkqWP9kuQQF/7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD+8qr+8qr+1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3+s/7U/tRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd/tQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd+x5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc+ATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ/j0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb/7V/tVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s/oQPCgI/ASzIZKLU1KJktP51Cg8DhA8KwwMg/oTIyALzCg/+1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz+ov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9+AFe/doERwoP/tTI/HzIyNT+ZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT+ogHCJCsRBP5w/nAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX+1BUdHRUyHQFzKTs7Kf2oARP2/ro7KVg+ASw+WP201MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7KfzgKTsE9gFGAUQpO5Y+WFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG/2oKTs7KVg+ASw+WAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7Kf4M/tQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP/ogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs+wQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf+TB0U/tIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K+goPDwr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPDwRMDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg/+1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko/PwoKUIcMT4BXmRkyP4+ArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3+1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq/9WrIiCikBSAOvArwVHR0VlgET/EoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb+lR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf+vCcrI/7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW/us5Okxra0w6Of5yHSodZGQdKh3+1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ/68Jysj/s0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2+jGv4KOTpMa2tMOjn+ch0qHWRkHSod/tQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ+AjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz+1CU/P00T/e48PUJtj0r+ogK8FR0dFQ2K/EqJDBUdHbMETBUd+1AdBLChizlmUT9IGVO9VFShdksE/H4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA+gFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U/5wU3V1BRQ7KU4aXDYyMjZcGk4p/kc2LmRkZGRkU3V1UwGQU3UAAAMAZP//BEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr+5eANGiUNWP30Vw0mGg3g/t8KDw8BqmQBRGQETB0V/gwVHR0VAfQVHf1EDwoyCg/gDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn+1AEsKTv+DDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg/4f/fsgIAEnH1n+rAFWAS/+q6IDIBUd/HwdBI39VR9ZH4MCBh9ZHwEoH/5u/qoBMAFV/BsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV/nAVJwi9CBMVAnEdKh19FROo/a0dFTIdFTDILxUdMhUdAocB+hMcHBP+BhMclhUdHRWWHP2MMhUdMhUdASz+1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr+if7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD/7UyP4M/cEKDw8KA7YKD/7UyAAC/5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc+ARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF+goPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb/nP/mBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL/CtqQ0geZgM3FR0cE/0fFyIJKjr+1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g+yD5YrBwVODMQEAtEERzJLUAtLUD+24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz++QFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg/+1MgVHR0LCgQOIhoW/nDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb+YDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj/sIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn+PilUrAFINhWWFTYFFKxn/gwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn+PilUrAFINhWWFTYFFJaz/kIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO/YL+hk5klpZkAQEBBQQvkwKCAVz+ov6iAV4BXgL//uWqPOCWx5SVyJb6BA0GCgYDKEEBG/1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz+yFh8WFh8/shYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP/nAPCpYKDw8KlgoP/nAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o/4Mpbm5Asv9qCk7OykCWCk7O/2xAfQVHR0V/gwVHR1HAZAEsLuj/gylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX+1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA+gVHR0VMjIVHR0VMjIVHR0VMjIVHR0V/BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA+gEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8/V1c/P/75fLB8sAK8sHyw/cB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy/sCwfLB8fLB8sP7UsHywfHywfLD+05AVHR0VjgQAAAH/tQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BN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  var footer = null;
  var tbody = null;

  // Caches pagedTable.clientWidth, specially for webkit
  var cachedPagedTableClientWidth = null;

  var onChangeCallbacks = [];

  var clearSelection = function() {
    if(document.selection && document.selection.empty) {
      document.selection.empty();
    } else if(window.getSelection) {
      var sel = window.getSelection();
      sel.removeAllRanges();
    }
  };

  var columnNavigationWidthPX = 5;

  var renderColumnNavigation = function(increment, backwards) {
    var arrow = document.createElement("div");
    arrow.setAttribute("style",
      "border-top: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-bottom: " + columnNavigationWidthPX + "px solid transparent;" +
      "border-" + (backwards ? "right" : "left") + ": " + columnNavigationWidthPX + "px solid;");

    var header = document.createElement("th");
    header.appendChild(arrow);
    header.setAttribute("style",
      "cursor: pointer;" +
      "vertical-align: middle;" +
      "min-width: " + columnNavigationWidthPX + "px;" +
      "width: " + columnNavigationWidthPX + "px;");

    header.onclick = function() {
      columns.incColumnNumber(backwards ? -1 : increment);

      me.animateColumns(backwards);
      renderFooter();

      clearSelection();
      triggerOnChange();
    };

    return header;
  };

  var maxColumnWidth = function(width) {
    var padding = 80;
    var columnMax = Math.max(cachedPagedTableClientWidth - padding, 0);

    return parseInt(width) > 0 ?
      Math.min(columnMax, parseInt(width)) + "px" :
      columnMax + "px";
  };

  var clearHeader = function() {
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.innerHTML = "";
  };

  var renderHeader = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth;

    var fragment = document.createDocumentFragment();

    header = document.createElement("tr");
    fragment.appendChild(header);

    if (columns.number > 0)
      header.appendChild(renderColumnNavigation(-columns.visible, true));

    columns.subset = columns.subset.map(function(columnData) {
      var column = document.createElement("th");
      column.setAttribute("align", columnData.align);
      column.style.textAlign = columnData.align;

      column.style.maxWidth = maxColumnWidth(null);
      if (columnData.width) {
        column.style.minWidth =
          column.style.maxWidth = maxColumnWidth(columnData.width);
      }

      var columnName = document.createElement("div");
      columnName.setAttribute("class", "pagedtable-header-name");
      if (columnData.label === "") {
        columnName.innerHTML = "&nbsp;";
      }
      else {
        columnName.appendChild(document.createTextNode(columnData.label));
      }
      column.appendChild(columnName);

      var columnType = document.createElement("div");
      columnType.setAttribute("class", "pagedtable-header-type");
      if (columnData.type === "") {
        columnType.innerHTML = "&nbsp;";
      }
      else {
        columnType.appendChild(document.createTextNode("<" + columnData.type + ">"));
      }
      column.appendChild(columnType);

      header.appendChild(column);

      columnData.element = column;

      return columnData;
    });

    for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
      var paddingCol = document.createElement("th");
      paddingCol.setAttribute("class", "pagedtable-padding-col");
      header.appendChild(paddingCol);
    }

    if (columns.number + columns.visible < columns.total)
      header.appendChild(renderColumnNavigation(columns.visible, false));

    if (typeof(clear) == "undefined" || clear) clearHeader();
    var thead = pagedTable.querySelectorAll("thead")[0];
    thead.appendChild(fragment);
  };

  me.animateColumns = function(backwards) {
    var thead = pagedTable.querySelectorAll("thead")[0];

    var headerOld = thead.querySelectorAll("tr")[0];
    var tbodyOld = table.querySelectorAll("tbody")[0];

    me.fitColumns(backwards);

    renderHeader(false);

    header.style.opacity = "0";
    header.style.transform = backwards ? "translateX(-30px)" : "translateX(30px)";
    header.style.transition = "transform 200ms linear, opacity 200ms";
    header.style.transitionDelay = "0";

    renderBody(false);

    if (headerOld) {
      headerOld.style.position = "absolute";
      headerOld.style.transform = "translateX(0px)";
      headerOld.style.opacity = "1";
      headerOld.style.transition = "transform 100ms linear, opacity 100ms";
      headerOld.setAttribute("class", "pagedtable-remove-head");
      if (headerOld.style.transitionEnd) {
        headerOld.addEventListener("transitionend", function() {
          var headerOldByClass = thead.querySelector(".pagedtable-remove-head");
          if (headerOldByClass) thead.removeChild(headerOldByClass);
        });
      }
      else {
        thead.removeChild(headerOld);
      }
    }

    if (tbodyOld) table.removeChild(tbodyOld);

    tbody.style.opacity = "0";
    tbody.style.transition = "transform 200ms linear, opacity 200ms";
    tbody.style.transitionDelay = "0ms";

    // force relayout
    window.getComputedStyle(header).opacity;
    window.getComputedStyle(tbody).opacity;

    if (headerOld) {
      headerOld.style.transform = backwards ? "translateX(20px)" : "translateX(-30px)";
      headerOld.style.opacity = "0";
    }

    header.style.transform = "translateX(0px)";
    header.style.opacity = "1";

    tbody.style.opacity = "1";
  }

  me.onChange = function(callback) {
    onChangeCallbacks.push(callback);
  };

  var triggerOnChange = function() {
    onChangeCallbacks.forEach(function(onChange) {
      onChange();
    });
  };

  var clearBody = function() {
    if (tbody) {
      table.removeChild(tbody);
      tbody = null;
    }
  };

  var renderBody = function(clear) {
    cachedPagedTableClientWidth = pagedTable.clientWidth

    var fragment = document.createDocumentFragment();

    var pageData = data.slice(page.getRowStart(), page.getRowEnd());

    pageData.forEach(function(dataRow, idxRow) {
      var htmlRow = document.createElement("tr");
      htmlRow.setAttribute("class", (idxRow % 2 !==0) ? "even" : "odd");

      if (columns.hasMoreLeftColumns())
        htmlRow.appendChild(document.createElement("td"));

      columns.subset.forEach(function(columnData) {
        var cellName = columnData.name;
        var dataCell = dataRow[cellName];
        var htmlCell = document.createElement("td");

        if (dataCell === "NA") htmlCell.setAttribute("class", "pagedtable-na-cell");
        if (dataCell === "__NA__") dataCell = "NA";

        var cellText = document.createTextNode(dataCell);
        htmlCell.appendChild(cellText);
        if (dataCell.length > 50) {
          htmlCell.setAttribute("title", dataCell);
        }
        htmlCell.setAttribute("align", columnData.align);
        htmlCell.style.textAlign = columnData.align;
        htmlCell.style.maxWidth = maxColumnWidth(null);
        if (columnData.width) {
          htmlCell.style.minWidth = htmlCell.style.maxWidth = maxColumnWidth(columnData.width);
        }
        htmlRow.appendChild(htmlCell);
      });

      for (var idx = 0; idx < columns.getPaddingCount(); idx++) {
        var paddingCol = document.createElement("td");
        paddingCol.setAttribute("class", "pagedtable-padding-col");
        htmlRow.appendChild(paddingCol);
      }

      if (columns.hasMoreRightColumns())
        htmlRow.appendChild(document.createElement("td"));

      fragment.appendChild(htmlRow);
    });

    for (var idxPadding = 0; idxPadding < page.getPaddingRows(); idxPadding++) {
      var paddingRow = document.createElement("tr");

      var paddingCellRow = document.createElement("td");
      paddingCellRow.innerHTML = "&nbsp;";
      paddingCellRow.setAttribute("colspan", "100%");
      paddingRow.appendChild(paddingCellRow);

      fragment.appendChild(paddingRow);
    }

    if (typeof(clear) == "undefined" || clear) clearBody();
    tbody = document.createElement("tbody");
    tbody.appendChild(fragment);

    table.appendChild(tbody);
  };

  var getLabelInfo = function() {
    var pageStart = page.getRowStart();
    var pageEnd = page.getRowEnd();
    var totalRows = data.length;

    var totalRowsLabel = options.rows.total ? options.rows.total : totalRows;
    var totalRowsLabelFormat = totalRowsLabel.toString().replace(/(\d)(?=(\d\d\d)+(?!\d))/g, '$1,');

    var infoText = (pageStart + 1) + "-" + pageEnd + " of " + totalRowsLabelFormat + " rows";
    if (totalRows < page.rows) {
      infoText = totalRowsLabel + " row" + (totalRows != 1 ? "s" : "");
    }
    if (columns.total > columns.visible) {
      var totalColumnsLabel = options.columns.total ? options.columns.total : columns.total;

      infoText = infoText + " | " + (columns.number + 1) + "-" +
        (Math.min(columns.number + columns.visible, columns.total)) +
        " of " + totalColumnsLabel + " columns";
    }

    return infoText;
  };

  var clearFooter = function() {
    footer = pagedTable.querySelectorAll("div.pagedtable-footer")[0];
    footer.innerHTML = "";

    return footer;
  };

  var createPageLink = function(idxPage) {
    var pageLink = document.createElement("a");
    pageLinkClass = idxPage === page.number ? "pagedtable-index pagedtable-index-current" : "pagedtable-index";
    pageLink.setAttribute("class", pageLinkClass);
    pageLink.setAttribute("data-page-index", idxPage);
    pageLink.onclick = function() {
      page.setPageNumber(parseInt(this.getAttribute("data-page-index")));
      renderBody();
      renderFooter();

      triggerOnChange();
    };

    pageLink.appendChild(document.createTextNode(idxPage + 1));

    return pageLink;
  }

  var renderFooter = function() {
    footer = clearFooter();

    var next = document.createElement("a");
    next.appendChild(document.createTextNode("Next"));
    next.onclick = function() {
      page.setPageNumber(page.number + 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(next);

    var pageNumbers = document.createElement("div");
    pageNumbers.setAttribute("class", "pagedtable-indexes");

    var pageRange = page.getVisiblePageRange();

    if (pageRange.first) {
      var pageLink = createPageLink(0);
      pageNumbers.appendChild(pageLink);

      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-left");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);
    }

    for (var idxPage = pageRange.start; idxPage < pageRange.end; idxPage++) {
      var pageLink = createPageLink(idxPage);

      pageNumbers.appendChild(pageLink);
    }

    if (pageRange.last) {
      var pageSeparator = document.createElement("div");
      pageSeparator.setAttribute("class", "pagedtable-index-separator-right");
      pageSeparator.appendChild(document.createTextNode("..."))
      pageNumbers.appendChild(pageSeparator);

      var pageLink = createPageLink(page.total - 1);
      pageNumbers.appendChild(pageLink);
    }

    if (data.length > page.rows) footer.appendChild(pageNumbers);

    var previous = document.createElement("a");
    previous.appendChild(document.createTextNode("Previous"));
    previous.onclick = function() {
      page.setPageNumber(page.number - 1);
      renderBody();
      renderFooter();

      triggerOnChange();
    };
    if (data.length > page.rows) footer.appendChild(previous);

    var infoLabel = document.createElement("div");
    infoLabel.setAttribute("class", "pagedtable-info");
    infoLabel.setAttribute("title", getLabelInfo());
    infoLabel.appendChild(document.createTextNode(getLabelInfo()));
    footer.appendChild(infoLabel);

    var enabledClass = "pagedtable-index-nav";
    var disabledClass = "pagedtable-index-nav pagedtable-index-nav-disabled";
    previous.setAttribute("class", page.number <= 0 ? disabledClass : enabledClass);
    next.setAttribute("class", (page.number + 1) * page.rows >= data.length ? disabledClass : enabledClass);
  };

  var measuresCell = null;

  var renderMeasures = function() {
    var measuresTable = document.createElement("table");
    measuresTable.style.visibility = "hidden";
    measuresTable.style.position = "absolute";
    measuresTable.style.whiteSpace = "nowrap";
    measuresTable.style.height = "auto";
    measuresTable.style.width = "auto";

    var measuresRow = document.createElement("tr");
    measuresTable.appendChild(measuresRow);

    measuresCell = document.createElement("td");
    var sampleString = "ABCDEFGHIJ0123456789";
    measuresCell.appendChild(document.createTextNode(sampleString));

    measuresRow.appendChild(measuresCell);

    tableDiv.appendChild(measuresTable);
  }

  me.init = function() {
    tableDiv = document.createElement("div");
    pagedTable.appendChild(tableDiv);
    var pagedTableClass = data.length > 0 ?
      "pagedtable pagedtable-not-empty" :
      "pagedtable pagedtable-empty";

    if (columns.total == 0 || (columns.emptyNames() && data.length == 0)) {
      pagedTableClass = pagedTableClass + " pagedtable-empty-columns";
    }

    tableDiv.setAttribute("class", pagedTableClass);

    renderMeasures();
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    table = document.createElement("table");
    table.setAttribute("cellspacing", "0");
    table.setAttribute("class", "table table-condensed");
    tableDiv.appendChild(table);

    table.appendChild(document.createElement("thead"));

    var footerDiv = document.createElement("div");
    footerDiv.setAttribute("class", "pagedtable-footer");
    tableDiv.appendChild(footerDiv);

    // if the host has not yet provided horizontal space, render hidden
    if (tableDiv.clientWidth <= 0) {
      tableDiv.style.opacity = "0";
    }

    me.render();

    // retry seizing columns later if the host has not provided space
    function retryFit() {
      if (tableDiv.clientWidth <= 0) {
        setTimeout(retryFit, 100);
      } else {
        me.render();
        triggerOnChange();
      }
    }
    if (tableDiv.clientWidth <= 0) {
      retryFit();
    }
  };

  var registerWidths = function() {
    columns.subset = columns.subset.map(function(column) {
      column.width = columns.widths[column.name].inner;
      return column;
    });
  };

  var parsePadding = function(value) {
    return parseInt(value) >= 0 ? parseInt(value) : 0;
  };

  me.fixedHeight = function() {
    return options.rows.max != null;
  }

  me.fitRows = function() {
    if (me.fixedHeight())
      return;

    measurer.calculate(measuresCell);

    var rows = options.rows.min !== null ? options.rows.min : 0;
    var headerHeight = header !== null && header.offsetHeight > 0 ? header.offsetHeight : 0;
    var footerHeight = footer !== null && footer.offsetHeight > 0 ? footer.offsetHeight : 0;

    if (pagedTable.offsetHeight > 0) {
      var availableHeight = pagedTable.offsetHeight - headerHeight - footerHeight;
      rows = Math.floor((availableHeight) / measurer.measures.height);
    }

    rows = options.rows.min !== null ? Math.max(options.rows.min, rows) : rows;

    page.setRows(rows);
  }

  // The goal of this function is to add as many columns as possible
  // starting from left-to-right, when the right most limit is reached
  // it tries to add columns from the left as well.
  //
  // When startBackwards is true columns are added from right-to-left
  me.fitColumns = function(startBackwards) {
    measurer.calculate(measuresCell);
    columns.calculateWidths(measurer.measures);

    if (tableDiv.clientWidth > 0) {
      tableDiv.style.opacity = 1;
    }

    var visibleColumns = tableDiv.clientWidth <= 0 ? Math.max(columns.min, 1) : 1;
    var columnNumber = columns.number;
    var paddingCount = 0;

    // track a list of added columns as we build the visible ones to allow us
    // to remove columns when they don't fit anymore.
    var columnHistory = [];

    var lastTableHeight = 0;
    var backwards = startBackwards;

    var tableDivStyle = window.getComputedStyle(tableDiv, null);
    var tableDivPadding = parsePadding(tableDivStyle.paddingLeft) +
      parsePadding(tableDivStyle.paddingRight);

    var addPaddingCol = false;
    var currentWidth = 0;

    while (true) {
      columns.setVisibleColumns(columnNumber, visibleColumns, paddingCount);
      currentWidth = columns.getWidth();

      if (tableDiv.clientWidth - tableDivPadding < currentWidth) {
        break;
      }

      columnHistory.push({
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
      });

      if (columnHistory.length > 100) {
        console.error("More than 100 tries to fit columns, aborting");
        break;
      }

      if (columns.max !== null &&
        columns.visible + columns.getPaddingCount() >= columns.max) {
        break;
      }

      // if we run out of right-columns
      if (!backwards && columnNumber + columns.visible >= columns.total) {
        // if we started adding right-columns, try adding left-columns
        if (!startBackwards && columnNumber > 0) {
          backwards = true;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // if we run out of left-columns
      if (backwards && columnNumber == 0) {
        // if we started adding left-columns, try adding right-columns
        if (startBackwards && columnNumber + columns.visible < columns.total) {
          backwards = false;
        }
        else if (columns.min === null || visibleColumns + columns.getPaddingCount() >= columns.min) {
          break;
        }
        else {
          paddingCount = paddingCount + 1;
        }
      }

      // when moving backwards try fitting left columns first
      if (backwards && columnNumber > 0) {
        columnNumber = columnNumber - 1;
      }

      if (columnNumber + visibleColumns < columns.total) {
        visibleColumns = visibleColumns + 1;
      }
    }

    var lastRenderableColumn = {
        columnNumber: columnNumber,
        visibleColumns: visibleColumns,
        paddingCount: paddingCount
    };

    if (columnHistory.length > 0) {
      lastRenderableColumn = columnHistory[columnHistory.length - 1];
    }

    columns.setVisibleColumns(
      lastRenderableColumn.columnNumber,
      lastRenderableColumn.visibleColumns,
      lastRenderableColumn.paddingCount);

    if (pagedTable.offsetWidth > 0) {
      page.setVisiblePages(Math.max(Math.ceil(1.0 * (pagedTable.offsetWidth - 250) / 40), 2));
    }

    registerWidths();
  };

  me.fit = function(startBackwards) {
    me.fitRows();
    me.fitColumns(startBackwards);
  }

  me.render = function() {
    me.fitColumns(false);

    // render header/footer to measure height accurately
    renderHeader();
    renderFooter();

    me.fitRows();
    renderBody();

    // re-render footer to match new rows
    renderFooter();
  }

  var resizeLastWidth = -1;
  var resizeLastHeight = -1;
  var resizeNewWidth = -1;
  var resizeNewHeight = -1;
  var resizePending = false;

  me.resize = function(newWidth, newHeight) {

    function resizeDelayed() {
      resizePending = false;

      if (
        (resizeNewWidth !== resizeLastWidth) ||
        (!me.fixedHeight() && resizeNewHeight !== resizeLastHeight)
      ) {
        resizeLastWidth = resizeNewWidth;
        resizeLastHeight = resizeNewHeight;

        setTimeout(resizeDelayed, 200);
        resizePending = true;
      } else {
        me.render();
        triggerOnChange();

        resizeLastWidth = -1;
        resizeLastHeight = -1;
      }
    }

    resizeNewWidth = newWidth;
    resizeNewHeight = newHeight;

    if (!resizePending) resizeDelayed();
  };
};

var PagedTableDoc;
(function (PagedTableDoc) {
  var allPagedTables = [];

  PagedTableDoc.initAll = function() {
    allPagedTables = [];

    var pagedTables = [].slice.call(document.querySelectorAll('[data-pagedtable="false"],[data-pagedtable=""]'));
    pagedTables.forEach(function(pagedTable, idx) {
      pagedTable.setAttribute("data-pagedtable", "true");
      pagedTable.setAttribute("pagedtable-page", 0);
      pagedTable.setAttribute("class", "pagedtable-wrapper");

      var pagedTableInstance = new PagedTable(pagedTable);
      pagedTableInstance.init();

      allPagedTables.push(pagedTableInstance);
    });
  };

  PagedTableDoc.resizeAll = function() {
    allPagedTables.forEach(function(pagedTable) {
      pagedTable.render();
    });
  };

  window.addEventListener("resize", PagedTableDoc.resizeAll);

  return PagedTableDoc;
})(PagedTableDoc || (PagedTableDoc = {}));

window.onload = function() {
  PagedTableDoc.initAll();
};
</script>
<script>/*! jQuery UI - v1.11.4 - 2016-01-05
* http://jqueryui.com
* Includes: core.js, widget.js, mouse.js, position.js, draggable.js, droppable.js, resizable.js, selectable.js, sortable.js, accordion.js, autocomplete.js, button.js, dialog.js, menu.js, progressbar.js, selectmenu.js, slider.js, spinner.js, tabs.js, tooltip.js, effect.js, effect-blind.js, effect-bounce.js, effect-clip.js, effect-drop.js, effect-explode.js, effect-fade.js, effect-fold.js, effect-highlight.js, effect-puff.js, effect-pulsate.js, effect-scale.js, effect-shake.js, effect-size.js, effect-slide.js, effect-transfer.js
* Copyright jQuery Foundation and other contributors; Licensed MIT */

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s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var 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t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, 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i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return 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i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case 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0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return 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e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal ui-slider-vertical").addClass("ui-slider-"+this.orientation),this._refreshValue(),this.handles.css("horizontal"===i?"bottom":"left","");break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":for(this._animateOff=!0,this._refreshValue(),s=0;n>s;s+=1)this._change(null,s);this._animateOff=!1;break;case"step":case"min":case"max":this._animateOff=!0,this._calculateNewMax(),this._refreshValue(),this._animateOff=!1;break;case"range":this._animateOff=!0,this._refresh(),this._animateOff=!1}},_value:function(){var e=this.options.value;return e=this._trimAlignValue(e)},_values:function(e){var t,i,s;if(arguments.length)return t=this.options.values[e],t=this._trimAlignValue(t);if(this.options.values&&this.options.values.length){for(i=this.options.values.slice(),s=0;i.length>s;s+=1)i[s]=this._trimAlignValue(i[s]);return i}return[]},_trimAlignValue:function(e){if(this._valueMin()>=e)return this._valueMin();if(e>=this._valueMax())return this._valueMax();var t=this.options.step>0?this.options.step:1,i=(e-this._valueMin())%t,s=e-i;return 2*Math.abs(i)>=t&&(s+=i>0?t:-t),parseFloat(s.toFixed(5))},_calculateNewMax:function(){var e=this.options.max,t=this._valueMin(),i=this.options.step,s=Math.floor(+(e-t).toFixed(this._precision())/i)*i;e=s+t,this.max=parseFloat(e.toFixed(this._precision()))},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshValue:function(){var t,i,s,n,a,o=this.options.range,r=this.options,h=this,l=this._animateOff?!1:r.animate,u={};this.options.values&&this.options.values.length?this.handles.each(function(s){i=100*((h.values(s)-h._valueMin())/(h._valueMax()-h._valueMin())),u["horizontal"===h.orientation?"left":"bottom"]=i+"%",e(this).stop(1,1)[l?"animate":"css"](u,r.animate),h.options.range===!0&&("horizontal"===h.orientation?(0===s&&h.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({width:i-t+"%"},{queue:!1,duration:r.animate})):(0===s&&h.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({height:i-t+"%"},{queue:!1,duration:r.animate}))),t=i}):(s=this.value(),n=this._valueMin(),a=this._valueMax(),i=a!==n?100*((s-n)/(a-n)):0,u["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](u,r.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},r.animate),"max"===o&&"horizontal"===this.orientation&&this.range[l?"animate":"css"]({width:100-i+"%"},{queue:!1,duration:r.animate}),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},r.animate),"max"===o&&"vertical"===this.orientation&&this.range[l?"animate":"css"]({height:100-i+"%"},{queue:!1,duration:r.animate}))},_handleEvents:{keydown:function(t){var i,s,n,a,o=e(t.target).data("ui-slider-handle-index");switch(t.keyCode){case e.ui.keyCode.HOME:case e.ui.keyCode.END:case e.ui.keyCode.PAGE_UP:case e.ui.keyCode.PAGE_DOWN:case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(t.preventDefault(),!this._keySliding&&(this._keySliding=!0,e(t.target).addClass("ui-state-active"),i=this._start(t,o),i===!1))return}switch(a=this.options.step,s=n=this.options.values&&this.options.values.length?this.values(o):this.value(),t.keyCode){case e.ui.keyCode.HOME:n=this._valueMin();break;case e.ui.keyCode.END:n=this._valueMax();break;case e.ui.keyCode.PAGE_UP:n=this._trimAlignValue(s+(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.PAGE_DOWN:n=this._trimAlignValue(s-(this._valueMax()-this._valueMin())/this.numPages);break;case e.ui.keyCode.UP:case e.ui.keyCode.RIGHT:if(s===this._valueMax())return;n=this._trimAlignValue(s+a);break;case e.ui.keyCode.DOWN:case e.ui.keyCode.LEFT:if(s===this._valueMin())return;n=this._trimAlignValue(s-a)}this._slide(t,o,n)},keyup:function(t){var i=e(t.target).data("ui-slider-handle-index");this._keySliding&&(this._keySliding=!1,this._stop(t,i),this._change(t,i),e(t.target).removeClass("ui-state-active"))}}}),e.widget("ui.spinner",{version:"1.11.4",defaultElement:"<input>",widgetEventPrefix:"spin",options:{culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&&this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var t={},i=this.element;return e.each(["min","max","step"],function(e,s){var n=i.attr(s);void 0!==n&&n.length&&(t[s]=n)}),t},_events:{keydown:function(e){this._start(e)&&this._keydown(e)&&e.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(this._stop(),this._refresh(),this.previous!==this.element.val()&&this._trigger("change",e),void 0)},mousewheel:function(e,t){if(t){if(!this.spinning&&!this._start(e))return!1;this._spin((t>0?1:-1)*this.options.step,e),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&&this._stop(e)},100),e.preventDefault()}},"mousedown .ui-spinner-button":function(t){function i(){var e=this.element[0]===this.document[0].activeElement;e||(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s}))}var s;s=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),t.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(t)!==!1&&this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(t){return e(t.currentTarget).hasClass("ui-state-active")?this._start(t)===!1?!1:(this._repeat(null,e(t.currentTarget).hasClass("ui-spinner-up")?1:-1,t),void 0):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var e=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=e.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()>Math.ceil(.5*e.height())&&e.height()>0&&e.height(e.height()),this.options.disabled&&this.disable()},_keydown:function(t){var i=this.options,s=e.ui.keyCode;switch(t.keyCode){case s.UP:return this._repeat(null,1,t),!0;case s.DOWN:return this._repeat(null,-1,t),!0;case s.PAGE_UP:return this._repeat(null,i.page,t),!0;case s.PAGE_DOWN:return this._repeat(null,-i.page,t),!0}return!1},_uiSpinnerHtml:function(){return"<span class='ui-spinner ui-widget ui-widget-content ui-corner-all'></span>"},_buttonHtml:function(){return"<a class='ui-spinner-button ui-spinner-up ui-corner-tr'><span class='ui-icon "+this.options.icons.up+"'>&#9650;</span>"+"</a>"+"<a class='ui-spinner-button 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<style type="text/css">

.tocify {
width: 20%;
max-height: 90%;
overflow: auto;
margin-left: 2%;
position: fixed;
border: 1px solid #ccc;
webkit-border-radius: 6px;
moz-border-radius: 6px;
border-radius: 6px;
}

.tocify ul, .tocify li {
list-style: none;
margin: 0;
padding: 0;
border: none;
line-height: 30px;
}

.tocify-header {
text-indent: 10px;
}

.tocify-subheader {
text-indent: 20px;
display: none;
}

.tocify-subheader li {
font-size: 12px;
}

.tocify-subheader .tocify-subheader {
text-indent: 30px;
}

.tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 40px;
}

.tocify .tocify-item > a, .tocify .nav-list .nav-header {
margin: 0px;
}

.tocify .tocify-item a, .tocify .list-group-item {
padding: 5px;
}
.tocify .nav-pills > li {
float: none;
}


</style>
<script>/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).load(function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "text": self.text()

          }));

        } else {

          item.text(self.text());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
      hide: function(elem) {

        // Stores the plugin context in the `self` variable
        var self = this;

        //Determines what jQuery effect to use
        switch (self.options.hideEffect) {

          // Uses `no effect`
          case "none":

            elem.hide();

            break;

            // Uses the jQuery `hide` special effect
          case "hide":

            elem.hide(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `slideUp` special effect
          case "slideUp":

            elem.slideUp(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `fadeOut` special effect
          case "fadeOut":

            elem.fadeOut(self.options.hideEffectSpeed);

            break;

            // If none of the above options were passed, then a `jqueryUI hide effect` is expected
          default:

            elem.hide();

            break;

        }

        // Maintains chainablity
        return self;
      },

      // _triggerShow
      // ------------
      //      Determines what elements get shown on scroll and click
      _triggerShow: function(elem, scroll) {

        var self = this;

        // If the current element's parent is a header element or the next element is a nested subheader element
        if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {

          // Shows the next sub-header element
          self.show(elem.next(subheaderClass), scroll);

        }

        // If the current element's parent is a subheader element
        else if (elem.parent().is(subheaderClass)) {

          // Shows the parent sub-header element
          self.show(elem.parent(), scroll);

        }

        // Maintains chainability
        return self;

      },

      // _addCSSClasses
      // --------------
      //      Adds CSS classes to the newly generated table of contents HTML
      _addCSSClasses: function() {

        // If the user wants a jqueryUI theme
        if (this.options.theme === "jqueryui") {

          this.focusClass = "ui-state-default";

          this.hoverClass = "ui-state-hover";

          //Adds the default styling to the dropdown list
          this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap") {

          this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");

          this.focusClass = "active";

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap3") {

          this.element.find(headerClass + "," + subheaderClass).addClass("list-group");

          this.element.find(itemClass).addClass("list-group-item");

          this.focusClass = "active";

        }

        // If a user does not want a prebuilt theme
        else {

          // Adds more neutral classes (instead of jqueryui)

          this.focusClass = tocFocusClassName;

          this.hoverClass = tocHoverClassName;

        }

        //Maintains chainability
        return this;

      },

      // setOption
      // ---------
      //      Sets a single Tocify option after the plugin is invoked
      setOption: function() {

        // Calls the jQueryUI Widget Factory setOption method
        $.Widget.prototype._setOption.apply(this, arguments);

      },

      // setOptions
      // ----------
      //      Sets a single or multiple Tocify options after the plugin is invoked
      setOptions: function() {

        // Calls the jQueryUI Widget Factory setOptions method
        $.Widget.prototype._setOptions.apply(this, arguments);

      },

      // _scrollTo
      // ---------
      //      Scrolls to a specific element
      _scrollTo: function(elem) {

        var self = this,
          duration = self.options.smoothScroll || 0,
          scrollTo = self.options.scrollTo,
          currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');

        if (!currentDiv.length) {

          return self;

        }

        // Once all animations on the page are complete, this callback function will be called
        $("html, body").promise().done(function() {

          // Animates the html and body element scrolltops
          $("html, body").animate({

            // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
            "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"

          }, {

            // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
            "duration": duration

          });

        });

        // Maintains chainability
        return self;

      }

    });

  })); //end of plugin
</script>
<script>

/**
 * jQuery Plugin: Sticky Tabs
 *
 * @author Aidan Lister <aidan@php.net>
 * adapted by Ruben Arslan to activate parent tabs too
 * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
 */
(function($) {
  "use strict";
  $.fn.rmarkdownStickyTabs = function() {
    var context = this;
    // Show the tab corresponding with the hash in the URL, or the first tab
    var showStuffFromHash = function() {
      var hash = window.location.hash;
      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
      var $selector = $(selector, context);
      if($selector.data('toggle') === "tab") {
        $selector.tab('show');
        // walk up the ancestors of this element, show any hidden tabs
        $selector.parents('.section.tabset').each(function(i, elm) {
          var link = $('a[href="#' + $(elm).attr('id') + '"]');
          if(link.data('toggle') === "tab") {
            link.tab("show");
          }
        });
      }
    };


    // Set the correct tab when the page loads
    showStuffFromHash(context);

    // Set the correct tab when a user uses their back/forward button
    $(window).on('hashchange', function() {
      showStuffFromHash(context);
    });

    // Change the URL when tabs are clicked
    $('a', context).on('click', function(e) {
      history.pushState(null, null, this.href);
      showStuffFromHash(context);
    });

    return this;
  };
}(jQuery));

window.buildTabsets = function(tocID) {

  // build a tabset from a section div with the .tabset class
  function buildTabset(tabset) {

    // check for fade and pills options
    var fade = tabset.hasClass("tabset-fade");
    var pills = tabset.hasClass("tabset-pills");
    var navClass = pills ? "nav-pills" : "nav-tabs";

    // determine the heading level of the tabset and tabs
    var match = tabset.attr('class').match(/level(\d) /);
    if (match === null)
      return;
    var tabsetLevel = Number(match[1]);
    var tabLevel = tabsetLevel + 1;

    // find all subheadings immediately below
    var tabs = tabset.find("div.section.level" + tabLevel);
    if (!tabs.length)
      return;

    // create tablist and tab-content elements
    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
    $(tabs[0]).before(tabList);
    var tabContent = $('<div class="tab-content"></div>');
    $(tabs[0]).before(tabContent);

    // build the tabset
    var activeTab = 0;
    tabs.each(function(i) {

      // get the tab div
      var tab = $(tabs[i]);

      // get the id then sanitize it for use with bootstrap tabs
      var id = tab.attr('id');

      // see if this is marked as the active tab
      if (tab.hasClass('active'))
        activeTab = i;

      // remove any table of contents entries associated with
      // this ID (since we'll be removing the heading element)
      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();

      // sanitize the id for use with bootstrap tabs
      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
      tab.attr('id', id);

      // get the heading element within it, grab it's text, then remove it
      var heading = tab.find('h' + tabLevel + ':first');
      var headingText = heading.html();
      heading.remove();

      // build and append the tab list item
      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
      a.attr('href', '#' + id);
      a.attr('aria-controls', id);
      var li = $('<li role="presentation"></li>');
      li.append(a);
      tabList.append(li);

      // set it's attributes
      tab.attr('role', 'tabpanel');
      tab.addClass('tab-pane');
      tab.addClass('tabbed-pane');
      if (fade)
        tab.addClass('fade');

      // move it into the tab content div
      tab.detach().appendTo(tabContent);
    });

    // set active tab
    $(tabList.children('li')[activeTab]).addClass('active');
    var active = $(tabContent.children('div.section')[activeTab]);
    active.addClass('active');
    if (fade)
      active.addClass('in');

    if (tabset.hasClass("tabset-sticky"))
      tabset.rmarkdownStickyTabs();
  }

  // convert section divs with the .tabset class to tabsets
  var tabsets = $("div.section.tabset");
  tabsets.each(function(i) {
    buildTabset($(tabsets[i]));
  });
};

</script>
<script>
window.initializeCodeFolding = function(show) {

  // handlers for show-all and hide all
  $("#rmd-show-all-code").click(function() {
    $('div.r-code-collapse').each(function() {
      $(this).collapse('show');
    });
  });
  $("#rmd-hide-all-code").click(function() {
    $('div.r-code-collapse').each(function() {
      $(this).collapse('hide');
    });
  });

  // index for unique code element ids
  var currentIndex = 1;

  // select all R code blocks
  var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan');
  rCodeBlocks.each(function() {

    // create a collapsable div to wrap the code in
    var div = $('<div class="collapse r-code-collapse"></div>');
    if (show)
      div.addClass('in');
    var id = 'rcode-643E0F36' + currentIndex++;
    div.attr('id', id);
    $(this).before(div);
    $(this).detach().appendTo(div);

    // add a show code button right above
    var showCodeText = $('<span>' + (show ? 'Hide' : 'Code') + '</span>');
    var showCodeButton = $('<button type="button" class="btn btn-default btn-xs code-folding-btn pull-right"></button>');
    showCodeButton.append(showCodeText);
    showCodeButton
        .attr('data-toggle', 'collapse')
        .attr('data-target', '#' + id)
        .attr('aria-expanded', show)
        .attr('aria-controls', id);

    var buttonRow = $('<div class="row"></div>');
    var buttonCol = $('<div class="col-md-12"></div>');

    buttonCol.append(showCodeButton);
    buttonRow.append(buttonCol);

    div.before(buttonRow);

    // update state of button on show/hide
    div.on('hidden.bs.collapse', function () {
      showCodeText.text('Code');
    });
    div.on('show.bs.collapse', function () {
      showCodeText.text('Hide');
    });
  });

}
</script>
<script>
window.initializeSourceEmbed = function(filename) {
  $("#rmd-download-source").click(function() {
    var src = $("#rmd-source-code").html();
    var a = document.createElement('a');
    a.href = "data:text/x-r-markdown;base64," + src;
    a.download = filename;
    document.body.appendChild(a);
    a.click();
    document.body.removeChild(a);
  });
};
</script>
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color: rgb(88, 72, 246);
}
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  //   an object that will be added as an additional argument when that
  //   function is called.
  // @param target The object that will be "this" for each function
  //   execution.
  // @param args Array of arguments to be passed to the functions. (The
  //   same arguments will be passed to all functions.)
  function evalAndRun(tasks, target, args) {
    if (tasks) {
      forEach(tasks, function(task) {
        var theseArgs = args;
        if (typeof(task) === "object") {
          theseArgs = theseArgs.concat([task.data]);
          task = task.code;
        }
        var taskFunc = eval("(" + task + ")");
        if (typeof(taskFunc) !== "function") {
          throw new Error("Task must be a function! Source:\n" + task);
        }
        taskFunc.apply(target, theseArgs);
      });
    }
  }

  function initSizing(el) {
    var sizing = sizingPolicy(el);
    if (!sizing)
      return;

    var cel = document.getElementById("htmlwidget_container");
    if (!cel)
      return;

    if (typeof(sizing.padding) !== "undefined") {
      document.body.style.margin = "0";
      document.body.style.padding = paddingToCss(unpackPadding(sizing.padding));
    }

    if (sizing.fill) {
      document.body.style.overflow = "hidden";
      document.body.style.width = "100%";
      document.body.style.height = "100%";
      document.documentElement.style.width = "100%";
      document.documentElement.style.height = "100%";
      if (cel) {
        cel.style.position = "absolute";
        var pad = unpackPadding(sizing.padding);
        cel.style.top = pad.top + "px";
        cel.style.right = pad.right + "px";
        cel.style.bottom = pad.bottom + "px";
        cel.style.left = pad.left + "px";
        el.style.width = "100%";
        el.style.height = "100%";
      }

      return {
        getWidth: function() { return cel.offsetWidth; },
        getHeight: function() { return cel.offsetHeight; }
      };

    } else {
      el.style.width = px(sizing.width);
      el.style.height = px(sizing.height);

      return {
        getWidth: function() { return el.offsetWidth; },
        getHeight: function() { return el.offsetHeight; }
      };
    }
  }

  // Default implementations for methods
  var defaults = {
    find: function(scope) {
      return querySelectorAll(scope, "." + this.name);
    },
    renderError: function(el, err) {
      var $el = $(el);

      this.clearError(el);

      // Add all these error classes, as Shiny does
      var errClass = "shiny-output-error";
      if (err.type !== null) {
        // use the classes of the error condition as CSS class names
        errClass = errClass + " " + $.map(asArray(err.type), function(type) {
          return errClass + "-" + type;
        }).join(" ");
      }
      errClass = errClass + " htmlwidgets-error";

      // Is el inline or block? If inline or inline-block, just display:none it
      // and add an inline error.
      var display = $el.css("display");
      $el.data("restore-display-mode", display);

      if (display === "inline" || display === "inline-block") {
        $el.hide();
        if (err.message !== "") {
          var errorSpan = $("<span>").addClass(errClass);
          errorSpan.text(err.message);
          $el.after(errorSpan);
        }
      } else if (display === "block") {
        // If block, add an error just after the el, set visibility:none on the
        // el, and position the error to be on top of the el.
        // Mark it with a unique ID and CSS class so we can remove it later.
        $el.css("visibility", "hidden");
        if (err.message !== "") {
          var errorDiv = $("<div>").addClass(errClass).css("position", "absolute")
            .css("top", el.offsetTop)
            .css("left", el.offsetLeft)
            // setting width can push out the page size, forcing otherwise
            // unnecessary scrollbars to appear and making it impossible for
            // the element to shrink; so use max-width instead
            .css("maxWidth", el.offsetWidth)
            .css("height", el.offsetHeight);
          errorDiv.text(err.message);
          $el.after(errorDiv);

          // Really dumb way to keep the size/position of the error in sync with
          // the parent element as the window is resized or whatever.
          var intId = setInterval(function() {
            if (!errorDiv[0].parentElement) {
              clearInterval(intId);
              return;
            }
            errorDiv
              .css("top", el.offsetTop)
              .css("left", el.offsetLeft)
              .css("maxWidth", el.offsetWidth)
              .css("height", el.offsetHeight);
          }, 500);
        }
      }
    },
    clearError: function(el) {
      var $el = $(el);
      var display = $el.data("restore-display-mode");
      $el.data("restore-display-mode", null);

      if (display === "inline" || display === "inline-block") {
        if (display)
          $el.css("display", display);
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      } else if (display === "block"){
        $el.css("visibility", "inherit");
        $(el.nextSibling).filter(".htmlwidgets-error").remove();
      }
    },
    sizing: {}
  };

  // Called by widget bindings to register a new type of widget. The definition
  // object can contain the following properties:
  // - name (required) - A string indicating the binding name, which will be
  //   used by default as the CSS classname to look for.
  // - initialize (optional) - A function(el) that will be called once per
  //   widget element; if a value is returned, it will be passed as the third
  //   value to renderValue.
  // - renderValue (required) - A function(el, data, initValue) that will be
  //   called with data. Static contexts will cause this to be called once per
  //   element; Shiny apps will cause this to be called multiple times per
  //   element, as the data changes.
  window.HTMLWidgets.widget = function(definition) {
    if (!definition.name) {
      throw new Error("Widget must have a name");
    }
    if (!definition.type) {
      throw new Error("Widget must have a type");
    }
    // Currently we only support output widgets
    if (definition.type !== "output") {
      throw new Error("Unrecognized widget type '" + definition.type + "'");
    }
    // TODO: Verify that .name is a valid CSS classname

    // Support new-style instance-bound definitions. Old-style class-bound
    // definitions have one widget "object" per widget per type/class of
    // widget; the renderValue and resize methods on such widget objects
    // take el and instance arguments, because the widget object can't
    // store them. New-style instance-bound definitions have one widget
    // object per widget instance; the definition that's passed in doesn't
    // provide renderValue or resize methods at all, just the single method
    //   factory(el, width, height)
    // which returns an object that has renderValue(x) and resize(w, h).
    // This enables a far more natural programming style for the widget
    // author, who can store per-instance state using either OO-style
    // instance fields or functional-style closure variables (I guess this
    // is in contrast to what can only be called C-style pseudo-OO which is
    // what we required before).
    if (definition.factory) {
      definition = createLegacyDefinitionAdapter(definition);
    }

    if (!definition.renderValue) {
      throw new Error("Widget must have a renderValue function");
    }

    // For static rendering (non-Shiny), use a simple widget registration
    // scheme. We also use this scheme for Shiny apps/documents that also
    // contain static widgets.
    window.HTMLWidgets.widgets = window.HTMLWidgets.widgets || [];
    // Merge defaults into the definition; don't mutate the original definition.
    var staticBinding = extend({}, defaults, definition);
    overrideMethod(staticBinding, "find", function(superfunc) {
      return function(scope) {
        var results = superfunc(scope);
        // Filter out Shiny outputs, we only want the static kind
        return filterByClass(results, "html-widget-output", false);
      };
    });
    window.HTMLWidgets.widgets.push(staticBinding);

    if (shinyMode) {
      // Shiny is running. Register the definition with an output binding.
      // The definition itself will not be the output binding, instead
      // we will make an output binding object that delegates to the
      // definition. This is because we foolishly used the same method
      // name (renderValue) for htmlwidgets definition and Shiny bindings
      // but they actually have quite different semantics (the Shiny
      // bindings receive data that includes lots of metadata that it
      // strips off before calling htmlwidgets renderValue). We can't
      // just ignore the difference because in some widgets it's helpful
      // to call this.renderValue() from inside of resize(), and if
      // we're not delegating, then that call will go to the Shiny
      // version instead of the htmlwidgets version.

      // Merge defaults with definition, without mutating either.
      var bindingDef = extend({}, defaults, definition);

      // This object will be our actual Shiny binding.
      var shinyBinding = new Shiny.OutputBinding();

      // With a few exceptions, we'll want to simply use the bindingDef's
      // version of methods if they are available, otherwise fall back to
      // Shiny's defaults. NOTE: If Shiny's output bindings gain additional
      // methods in the future, and we want them to be overrideable by
      // HTMLWidget binding definitions, then we'll need to add them to this
      // list.
      delegateMethod(shinyBinding, bindingDef, "getId");
      delegateMethod(shinyBinding, bindingDef, "onValueChange");
      delegateMethod(shinyBinding, bindingDef, "onValueError");
      delegateMethod(shinyBinding, bindingDef, "renderError");
      delegateMethod(shinyBinding, bindingDef, "clearError");
      delegateMethod(shinyBinding, bindingDef, "showProgress");

      // The find, renderValue, and resize are handled differently, because we
      // want to actually decorate the behavior of the bindingDef methods.

      shinyBinding.find = function(scope) {
        var results = bindingDef.find(scope);

        // Only return elements that are Shiny outputs, not static ones
        var dynamicResults = results.filter(".html-widget-output");

        // It's possible that whatever caused Shiny to think there might be
        // new dynamic outputs, also caused there to be new static outputs.
        // Since there might be lots of different htmlwidgets bindings, we
        // schedule execution for later--no need to staticRender multiple
        // times.
        if (results.length !== dynamicResults.length)
          scheduleStaticRender();

        return dynamicResults;
      };

      // Wrap renderValue to handle initialization, which unfortunately isn't
      // supported natively by Shiny at the time of this writing.

      shinyBinding.renderValue = function(el, data) {
        Shiny.renderDependencies(data.deps);
        // Resolve strings marked as javascript literals to objects
        if (!(data.evals instanceof Array)) data.evals = [data.evals];
        for (var i = 0; data.evals && i < data.evals.length; i++) {
          window.HTMLWidgets.evaluateStringMember(data.x, data.evals[i]);
        }
        if (!bindingDef.renderOnNullValue) {
          if (data.x === null) {
            el.style.visibility = "hidden";
            return;
          } else {
            el.style.visibility = "inherit";
          }
        }
        if (!elementData(el, "initialized")) {
          initSizing(el);

          elementData(el, "initialized", true);
          if (bindingDef.initialize) {
            var result = bindingDef.initialize(el, el.offsetWidth,
              el.offsetHeight);
            elementData(el, "init_result", result);
          }
        }
        bindingDef.renderValue(el, data.x, elementData(el, "init_result"));
        evalAndRun(data.jsHooks.render, elementData(el, "init_result"), [el, data.x]);
      };

      // Only override resize if bindingDef implements it
      if (bindingDef.resize) {
        shinyBinding.resize = function(el, width, height) {
          // Shiny can call resize before initialize/renderValue have been
          // called, which doesn't make sense for widgets.
          if (elementData(el, "initialized")) {
            bindingDef.resize(el, width, height, elementData(el, "init_result"));
          }
        };
      }

      Shiny.outputBindings.register(shinyBinding, bindingDef.name);
    }
  };

  var scheduleStaticRenderTimerId = null;
  function scheduleStaticRender() {
    if (!scheduleStaticRenderTimerId) {
      scheduleStaticRenderTimerId = setTimeout(function() {
        scheduleStaticRenderTimerId = null;
        window.HTMLWidgets.staticRender();
      }, 1);
    }
  }

  // Render static widgets after the document finishes loading
  // Statically render all elements that are of this widget's class
  window.HTMLWidgets.staticRender = function() {
    var bindings = window.HTMLWidgets.widgets || [];
    forEach(bindings, function(binding) {
      var matches = binding.find(document.documentElement);
      forEach(matches, function(el) {
        var sizeObj = initSizing(el, binding);

        if (hasClass(el, "html-widget-static-bound"))
          return;
        el.className = el.className + " html-widget-static-bound";

        var initResult;
        if (binding.initialize) {
          initResult = binding.initialize(el,
            sizeObj ? sizeObj.getWidth() : el.offsetWidth,
            sizeObj ? sizeObj.getHeight() : el.offsetHeight
          );
          elementData(el, "init_result", initResult);
        }

        if (binding.resize) {
          var lastSize = {};
          var resizeHandler = function(e) {
            var size = {
              w: sizeObj ? sizeObj.getWidth() : el.offsetWidth,
              h: sizeObj ? sizeObj.getHeight() : el.offsetHeight
            };
            if (size.w === 0 && size.h === 0)
              return;
            if (size.w === lastSize.w && size.h === lastSize.h)
              return;
            lastSize = size;
            binding.resize(el, size.w, size.h, initResult);
          };

          on(window, "resize", resizeHandler);

          // This is needed for cases where we're running in a Shiny
          // app, but the widget itself is not a Shiny output, but
          // rather a simple static widget. One example of this is
          // an rmarkdown document that has runtime:shiny and widget
          // that isn't in a render function. Shiny only knows to
          // call resize handlers for Shiny outputs, not for static
          // widgets, so we do it ourselves.
          if (window.jQuery) {
            window.jQuery(document).on(
              "shown.htmlwidgets shown.bs.tab.htmlwidgets shown.bs.collapse.htmlwidgets",
              resizeHandler
            );
            window.jQuery(document).on(
              "hidden.htmlwidgets hidden.bs.tab.htmlwidgets hidden.bs.collapse.htmlwidgets",
              resizeHandler
            );
          }

          // This is needed for the specific case of ioslides, which
          // flips slides between display:none and display:block.
          // Ideally we would not have to have ioslide-specific code
          // here, but rather have ioslides raise a generic event,
          // but the rmarkdown package just went to CRAN so the
          // window to getting that fixed may be long.
          if (window.addEventListener) {
            // It's OK to limit this to window.addEventListener
            // browsers because ioslides itself only supports
            // such browsers.
            on(document, "slideenter", resizeHandler);
            on(document, "slideleave", resizeHandler);
          }
        }

        var scriptData = document.querySelector("script[data-for='" + el.id + "'][type='application/json']");
        if (scriptData) {
          var data = JSON.parse(scriptData.textContent || scriptData.text);
          // Resolve strings marked as javascript literals to objects
          if (!(data.evals instanceof Array)) data.evals = [data.evals];
          for (var k = 0; data.evals && k < data.evals.length; k++) {
            window.HTMLWidgets.evaluateStringMember(data.x, data.evals[k]);
          }
          binding.renderValue(el, data.x, initResult);
          evalAndRun(data.jsHooks.render, initResult, [el, data.x]);
        }
      });
    });

    invokePostRenderHandlers();
  }

  // Wait until after the document has loaded to render the widgets.
  if (document.addEventListener) {
    document.addEventListener("DOMContentLoaded", function() {
      document.removeEventListener("DOMContentLoaded", arguments.callee, false);
      window.HTMLWidgets.staticRender();
    }, false);
  } else if (document.attachEvent) {
    document.attachEvent("onreadystatechange", function() {
      if (document.readyState === "complete") {
        document.detachEvent("onreadystatechange", arguments.callee);
        window.HTMLWidgets.staticRender();
      }
    });
  }


  window.HTMLWidgets.getAttachmentUrl = function(depname, key) {
    // If no key, default to the first item
    if (typeof(key) === "undefined")
      key = 1;

    var link = document.getElementById(depname + "-" + key + "-attachment");
    if (!link) {
      throw new Error("Attachment " + depname + "/" + key + " not found in document");
    }
    return link.getAttribute("href");
  };

  window.HTMLWidgets.dataframeToD3 = function(df) {
    var names = [];
    var length;
    for (var name in df) {
        if (df.hasOwnProperty(name))
            names.push(name);
        if (typeof(df[name]) !== "object" || typeof(df[name].length) === "undefined") {
            throw new Error("All fields must be arrays");
        } else if (typeof(length) !== "undefined" && length !== df[name].length) {
            throw new Error("All fields must be arrays of the same length");
        }
        length = df[name].length;
    }
    var results = [];
    var item;
    for (var row = 0; row < length; row++) {
        item = {};
        for (var col = 0; col < names.length; col++) {
            item[names[col]] = df[names[col]][row];
        }
        results.push(item);
    }
    return results;
  };

  window.HTMLWidgets.transposeArray2D = function(array) {
      if (array.length === 0) return array;
      var newArray = array[0].map(function(col, i) {
          return array.map(function(row) {
              return row[i]
          })
      });
      return newArray;
  };
  // Split value at splitChar, but allow splitChar to be escaped
  // using escapeChar. Any other characters escaped by escapeChar
  // will be included as usual (including escapeChar itself).
  function splitWithEscape(value, splitChar, escapeChar) {
    var results = [];
    var escapeMode = false;
    var currentResult = "";
    for (var pos = 0; pos < value.length; pos++) {
      if (!escapeMode) {
        if (value[pos] === splitChar) {
          results.push(currentResult);
          currentResult = "";
        } else if (value[pos] === escapeChar) {
          escapeMode = true;
        } else {
          currentResult += value[pos];
        }
      } else {
        currentResult += value[pos];
        escapeMode = false;
      }
    }
    if (currentResult !== "") {
      results.push(currentResult);
    }
    return results;
  }
  // Function authored by Yihui/JJ Allaire
  window.HTMLWidgets.evaluateStringMember = function(o, member) {
    var parts = splitWithEscape(member, '.', '\\');
    for (var i = 0, l = parts.length; i < l; i++) {
      var part = parts[i];
      // part may be a character or 'numeric' member name
      if (o !== null && typeof o === "object" && part in o) {
        if (i == (l - 1)) { // if we are at the end of the line then evalulate
          if (typeof o[part] === "string")
            o[part] = eval("(" + o[part] + ")");
        } else { // otherwise continue to next embedded object
          o = o[part];
        }
      }
    }
  };

  // Retrieve the HTMLWidget instance (i.e. the return value of an
  // HTMLWidget binding's initialize() or factory() function)
  // associated with an element, or null if none.
  window.HTMLWidgets.getInstance = function(el) {
    return elementData(el, "init_result");
  };

  // Finds the first element in the scope that matches the selector,
  // and returns the HTMLWidget instance (i.e. the return value of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with that element, if any. If no element matches the
  // selector, or the first matching element has no HTMLWidget
  // instance associated with it, then null is returned.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.find = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var el = scope.querySelector(selector);
    if (el === null) {
      return null;
    } else {
      return window.HTMLWidgets.getInstance(el);
    }
  };

  // Finds all elements in the scope that match the selector, and
  // returns the HTMLWidget instances (i.e. the return values of
  // an HTMLWidget binding's initialize() or factory() function)
  // associated with the elements, in an array. If elements that
  // match the selector don't have an associated HTMLWidget
  // instance, the returned array will contain nulls.
  //
  // The scope argument is optional, and defaults to window.document.
  window.HTMLWidgets.findAll = function(scope, selector) {
    if (arguments.length == 1) {
      selector = scope;
      scope = document;
    }

    var nodes = scope.querySelectorAll(selector);
    var results = [];
    for (var i = 0; i < nodes.length; i++) {
      results.push(window.HTMLWidgets.getInstance(nodes[i]));
    }
    return results;
  };

  var postRenderHandlers = [];
  function invokePostRenderHandlers() {
    while (postRenderHandlers.length) {
      var handler = postRenderHandlers.shift();
      if (handler) {
        handler();
      }
    }
  }

  // Register the given callback function to be invoked after the
  // next time static widgets are rendered.
  window.HTMLWidgets.addPostRenderHandler = function(callback) {
    postRenderHandlers.push(callback);
  };

  // Takes a new-style instance-bound definition, and returns an
  // old-style class-bound definition. This saves us from having
  // to rewrite all the logic in this file to accomodate both
  // types of definitions.
  function createLegacyDefinitionAdapter(defn) {
    var result = {
      name: defn.name,
      type: defn.type,
      initialize: function(el, width, height) {
        return defn.factory(el, width, height);
      },
      renderValue: function(el, x, instance) {
        return instance.renderValue(x);
      },
      resize: function(el, width, height, instance) {
        return instance.resize(width, height);
      }
    };

    if (defn.find)
      result.find = defn.find;
    if (defn.renderError)
      result.renderError = defn.renderError;
    if (defn.clearError)
      result.clearError = defn.clearError;

    return result;
  }
})();

</script>
<style type="text/css">.dt-crosstalk-fade {
opacity: 0.2;
}
html body div.DTS div.dataTables_scrollBody {
background: none;
}
</style>
<script>(function() {

// some helper functions: using a global object DTWidget so that it can be used
// in JS() code, e.g. datatable(options = list(foo = JS('code'))); unlike R's
// dynamic scoping, when 'code' is eval()'ed, JavaScript does not know objects
// from the "parent frame", e.g. JS('DTWidget') will not work unless it was made
// a global object
var DTWidget = {};

// 123456666.7890 -> 123,456,666.7890
var markInterval = function(d, digits, interval, mark, decMark, precision) {
  x = precision ? d.toPrecision(digits) : d.toFixed(digits);
  if (!/^-?[\d.]+$/.test(x)) return x;
  var xv = x.split('.');
  if (xv.length > 2) return x;  // should have at most one decimal point
  xv[0] = xv[0].replace(new RegExp('\\B(?=(\\d{' + interval + '})+(?!\\d))', 'g'), mark);
  return xv.join(decMark);
};

DTWidget.formatCurrency = function(thiz, row, data, col, currency, digits, interval, mark, decMark, before) {
  var d = parseFloat(data[col]);
  if (isNaN(d)) return;
  var res = markInterval(d, digits, interval, mark, decMark);
  res = before ? (/^-/.test(res) ? '-' + currency + res.replace(/^-/, '') : currency + res) :
    res + currency;
  $(thiz.api().cell(row, col).node()).html(res);
};

DTWidget.formatString = function(thiz, row, data, col, prefix, suffix) {
  var d = data[col];
  if (d === null) return;
  $(thiz.api().cell(row, col).node()).html(prefix + d + suffix);
};

DTWidget.formatPercentage = function(thiz, row, data, col, digits, interval, mark, decMark) {
  var d = parseFloat(data[col]);
  if (isNaN(d)) return;
  $(thiz.api().cell(row, col).node())
  .html(markInterval(d * 100, digits, interval, mark, decMark) + '%');
};

DTWidget.formatRound = function(thiz, row, data, col, digits, interval, mark, decMark) {
  var d = parseFloat(data[col]);
  if (isNaN(d)) return;
  $(thiz.api().cell(row, col).node()).html(markInterval(d, digits, interval, mark, decMark));
};

DTWidget.formatSignif = function(thiz, row, data, col, digits, interval, mark, decMark) {
  var d = parseFloat(data[col]);
  if (isNaN(d)) return;
  $(thiz.api().cell(row, col).node())
    .html(markInterval(d, digits, interval, mark, decMark, true));
};

DTWidget.formatDate = function(thiz, row, data, col, method, params) {
  var d = data[col];
  if (d === null) return;
  // (new Date('2015-10-28')).toDateString() may return 2015-10-27 because the
  // actual time created could be like 'Tue Oct 27 2015 19:00:00 GMT-0500 (CDT)',
  // i.e. the date-only string is treated as UTC time instead of local time
  if (method === 'toDateString' && /^\d{4,}\D\d{2}\D\d{2}$/.test(d)) {
    d = d.split(/\D/);
    d = new Date(d[0], d[1] - 1, d[2]);
  } else {
    d = new Date(d);
  }
  $(thiz.api().cell(row, col).node()).html(d[method].apply(d, params));
};

window.DTWidget = DTWidget;

var transposeArray2D = function(a) {
  return a.length === 0 ? a : HTMLWidgets.transposeArray2D(a);
};

var crosstalkPluginsInstalled = false;

function maybeInstallCrosstalkPlugins() {
  if (crosstalkPluginsInstalled)
    return;
  crosstalkPluginsInstalled = true;

  $.fn.dataTable.ext.afnFiltering.push(
    function(oSettings, aData, iDataIndex) {
      var ctfilter = oSettings.nTable.ctfilter;
      if (ctfilter && !ctfilter[iDataIndex])
        return false;

      var ctselect = oSettings.nTable.ctselect;
      if (ctselect && !ctselect[iDataIndex])
        return false;

      return true;
    }
  );
}

HTMLWidgets.widget({
  name: "datatables",
  type: "output",
  renderOnNullValue: true,
  initialize: function(el, width, height) {
    $(el).html('&nbsp;');
    return {
      data: null,
      ctfilterHandle: new crosstalk.FilterHandle(),
      ctfilterSubscription: null,
      ctselectHandle: new crosstalk.SelectionHandle(),
      ctselectSubscription: null
    };
  },
  renderValue: function(el, data, instance) {
    if (el.offsetWidth === 0 || el.offsetHeight === 0) {
      instance.data = data;
      return;
    }
    instance.data = null;
    var $el = $(el);
    $el.empty();

    if (data === null) {
      $el.append('&nbsp;');
      // clear previous Shiny inputs (if any)
      for (var i in instance.clearInputs) instance.clearInputs[i]();
      instance.clearInputs = {};
      return;
    }

    var crosstalkOptions = data.crosstalkOptions;
    if (!crosstalkOptions) crosstalkOptions = {
      'key': null, 'group': null
    };
    if (crosstalkOptions.group) {
      maybeInstallCrosstalkPlugins();
      instance.ctfilterHandle.setGroup(crosstalkOptions.group);
      instance.ctselectHandle.setGroup(crosstalkOptions.group);
    }

    // If we are in a flexdashboard scroll layout then we:
    //  (a) Always want to use pagination (otherwise we'll have
    //      a "double scroll bar" effect on the phone); and
    //  (b) Never want to fill the container (we want the pagination
    //      level to determine the size of the container)
    if (window.FlexDashboard && !window.FlexDashboard.isFillPage()) {
      data.options.bPaginate = true;
      data.fillContainer = false;
    }

    // if we are in the viewer then we always want to fillContainer and
    // and autoHideNavigation (unless the user has explicitly set these)
    if (window.HTMLWidgets.viewerMode) {
      if (!data.hasOwnProperty("fillContainer"))
        data.fillContainer = true;
      if (!data.hasOwnProperty("autoHideNavigation"))
        data.autoHideNavigation = true;
    }

    // propagate fillContainer to instance (so we have it in resize)
    instance.fillContainer = data.fillContainer;

    var cells = data.data;

    if (cells instanceof Array) cells = transposeArray2D(cells);

    $el.append(data.container);
    var $table = $el.find('table');
    if (data.class) $table.addClass(data.class);
    if (data.caption) $table.prepend(data.caption);

    if (HTMLWidgets.shinyMode && data.selection.mode !== 'none' &&
        data.selection.target === 'row+column') {
      if ($table.children('tfoot').length === 0) {
        $table.append($('<tfoot>'));
        $table.find('thead tr').clone().appendTo($table.find('tfoot'));
      }
    }

    // column filters
    var filterRow;
    switch (data.filter) {
      case 'top':
        $table.children('thead').append(data.filterHTML);
        filterRow = $table.find('thead tr:last td');
        break;
      case 'bottom':
        if ($table.children('tfoot').length === 0) {
          $table.append($('<tfoot>'));
        }
        $table.children('tfoot').prepend(data.filterHTML);
        filterRow = $table.find('tfoot tr:first td');
        break;
    }

    var options = { searchDelay: 1000 };
    if (cells !== null) $.extend(options, {
      data: cells
    });

    // options for fillContainer
    var bootstrapActive = typeof($.fn.popover) != 'undefined';
    if (instance.fillContainer) {

      // force scrollX/scrollY and turn off autoWidth
      options.scrollX = true;
      options.scrollY = "100px"; // can be any value, we'll adjust below

      // if we aren't paginating then move around the info/filter controls
      // to save space at the bottom and rephrase the info callback
      if (data.options.bPaginate === false) {

        // we know how to do this cleanly for bootstrap, not so much
        // for other themes/layouts
        if (bootstrapActive) {
          options.dom = "<'row'<'col-sm-4'i><'col-sm-8'f>>" +
                        "<'row'<'col-sm-12'tr>>";
        }

        options.fnInfoCallback = function(oSettings, iStart, iEnd,
                                           iMax, iTotal, sPre) {
          return Number(iTotal).toLocaleString() + " records";
        };
      }
    }

    // auto hide navigation if requested
    if (data.autoHideNavigation === true) {
      if (bootstrapActive && data.options.bPaginate !== false) {
        // strip all nav if length >= cells
        if ((cells instanceof Array) && data.options.iDisplayLength >= cells.length)
          options.dom = "<'row'<'col-sm-12'tr>>";
        // alternatively lean things out for flexdashboard mobile portrait
        else if (window.FlexDashboard && window.FlexDashboard.isMobilePhone())
          options.dom = "<'row'<'col-sm-12'f>>" +
                        "<'row'<'col-sm-12'tr>>"  +
                        "<'row'<'col-sm-12'p>>";
      }
    }

    $.extend(true, options, data.options || {});

    var searchCols = options.searchCols;
    if (searchCols) {
      searchCols = searchCols.map(function(x) {
        return x === null ? '' : x.search;
      });
      // FIXME: this means I don't respect the escapeRegex setting
      delete options.searchCols;
    }

    // server-side processing?
    var server = options.serverSide === true;

    // use the dataSrc function to pre-process JSON data returned from R
    var DT_rows_all = [], DT_rows_current = [];
    if (server && HTMLWidgets.shinyMode && typeof options.ajax === 'object' &&
        /^session\/[\da-z]+\/dataobj/.test(options.ajax.url) && !options.ajax.dataSrc) {
      options.ajax.dataSrc = function(json) {
        DT_rows_all = $.makeArray(json.DT_rows_all);
        DT_rows_current = $.makeArray(json.DT_rows_current);
        return json.data;
      };
    }

    var thiz = this;
    if (instance.fillContainer) $table.on('init.dt', function(e) {
      thiz.fillAvailableHeight(el, $(el).innerHeight());
    });

    var table = $table.DataTable(options);
    $el.data('datatable', table);

    // Unregister previous Crosstalk event subscriptions, if they exist
    if (instance.ctfilterSubscription) {
      instance.ctfilterHandle.off("change", instance.ctfilterSubscription);
      instance.ctfilterSubscription = null;
    }
    if (instance.ctselectSubscription) {
      instance.ctselectHandle.off("change", instance.ctselectSubscription);
      instance.ctselectSubscription = null;
    }

    if (!crosstalkOptions.group) {
      $table[0].ctfilter = null;
      $table[0].ctselect = null;
    } else {
      var key = crosstalkOptions.key;
      function keysToMatches(keys) {
        if (!keys) {
          return null;
        } else {
          var selectedKeys = {};
          for (var i = 0; i < keys.length; i++) {
            selectedKeys[keys[i]] = true;
          }
          var matches = {};
          for (var j = 0; j < key.length; j++) {
            if (selectedKeys[key[j]])
              matches[j] = true;
          }
          return matches;
        }
      }

      function applyCrosstalkFilter(e) {
        $table[0].ctfilter = keysToMatches(e.value);
        table.draw();
      }
      instance.ctfilterSubscription = instance.ctfilterHandle.on("change", applyCrosstalkFilter);
      applyCrosstalkFilter({value: instance.ctfilterHandle.filteredKeys});

      function applyCrosstalkSelection(e) {
        if (e.sender !== instance.ctselectHandle) {
          table
            .rows('.' + selClass, {search: 'applied'})
            .nodes()
            .to$()
            .removeClass(selClass);
          if (selectedRows)
            changeInput('rows_selected', selectedRows(), void 0, true);
        }

        if (e.sender !== instance.ctselectHandle && e.value && e.value.length) {
          $table[0].ctselect = keysToMatches(e.value);
          table.draw();
        } else {
          if ($table[0].ctselect) {
            $table[0].ctselect = null;
            table.draw();
          }
        }
      }
      instance.ctselectSubscription = instance.ctselectHandle.on("change", applyCrosstalkSelection);
      // TODO: This next line doesn't seem to work when renderDataTable is used
      applyCrosstalkSelection({value: instance.ctselectHandle.value});
    }

    var inArray = function(val, array) {
      return $.inArray(val, $.makeArray(array)) > -1;
    };

    // encode + to %2B when searching in the table on server side, because
    // shiny::parseQueryString() treats + as spaces, and DataTables does not
    // encode + to %2B (or % to %25) when sending the request
    var encode_plus = function(x) {
      return server ? x.replace(/%/g, '%25').replace(/\+/g, '%2B') : x;
    };

    // search the i-th column
    var searchColumn = function(i, value) {
      var regex = false, ci = true;
      if (options.search) {
        regex = options.search.regex,
        ci = options.search.caseInsensitive !== false;
      }
      return table.column(i).search(encode_plus(value), regex, !regex, ci);
    };

    if (data.filter !== 'none') {

      filterRow.each(function(i, td) {

        var $td = $(td), type = $td.data('type'), filter;
        var $input = $td.children('div').first().children('input');
        $input.prop('disabled', !table.settings()[0].aoColumns[i].bSearchable || type === 'disabled');
        $input.on('input blur', function() {
          $input.next('span').toggle(Boolean($input.val()));
        });
        // Bootstrap sets pointer-events to none and we won't be able to click
        // the clear button
        $input.next('span').css('pointer-events', 'auto').hide().click(function() {
          $(this).hide().prev('input').val('').trigger('input').focus();
        });
        var searchCol;  // search string for this column
        if (searchCols && searchCols[i]) {
          searchCol = searchCols[i];
          $input.val(searchCol).trigger('input');
        }
        var $x = $td.children('div').last();

        // remove the overflow: hidden attribute of the scrollHead
        // (otherwise the scrolling table body obscures the filters)
        var scrollHead = $(el).find('.dataTables_scrollHead,.dataTables_scrollFoot');
        var cssOverflow = scrollHead.css('overflow');
        if (cssOverflow === 'hidden') {
          $x.on('show hide', function(e) {
            scrollHead.css('overflow', e.type === 'show' ? '' : cssOverflow);
          });
          $x.css('z-index', 25);
        }

        if (inArray(type, ['factor', 'logical'])) {
          $input.on({
            click: function() {
              $input.parent().hide(); $x.show().trigger('show'); filter[0].selectize.focus();
            },
            input: function() {
              if ($input.val() === '') filter[0].selectize.setValue([]);
            }
          });
          var $input2 = $x.children('select');
          filter = $input2.selectize({
            options: $input2.data('options').map(function(v, i) {
              return ({text: v, value: v});
            }),
            plugins: ['remove_button'],
            hideSelected: true,
            onChange: function(value) {
              if (value === null) value = []; // compatibility with jQuery 3.0
              $input.val(value.length ? JSON.stringify(value) : '');
              if (value.length) $input.trigger('input');
              $input.attr('title', $input.val());
              if (server) {
                table.column(i).search(value.length ? encode_plus(JSON.stringify(value)) : '').draw();
                return;
              }
              // turn off filter if nothing selected
              $td.data('filter', value.length > 0);
              table.draw();  // redraw table, and filters will be applied
            }
          });
          if (searchCol) filter[0].selectize.setValue(JSON.parse(searchCol));
          // an ugly hack to deal with shiny: for some reason, the onBlur event
          // of selectize does not work in shiny
          $x.find('div > div.selectize-input > input').on('blur', function() {
            $x.hide().trigger('hide'); $input.parent().show(); $input.trigger('blur');
          });
          filter.next('div').css('margin-bottom', 'auto');
        } else if (type === 'character') {
          var fun = function() {
            searchColumn(i, $input.val()).draw();
          };
          if (server) {
            fun = $.fn.dataTable.util.throttle(fun, options.searchDelay);
          }
          $input.on('input', fun);
        } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
          var $x0 = $x;
          $x = $x0.children('div').first();
          $x0.css({
            'background-color': '#fff',
            'border': '1px #ddd solid',
            'border-radius': '4px',
            'padding': '20px 20px 10px 20px'
          });
          var $spans = $x0.children('span').css({
            'margin-top': '10px',
            'white-space': 'nowrap'
          });
          var $span1 = $spans.first(), $span2 = $spans.last();
          var r1 = +$x.data('min'), r2 = +$x.data('max');
          // when the numbers are too small or have many decimal places, the
          // slider may have numeric precision problems (#150)
          var scale = Math.pow(10, Math.max(0, +$x.data('scale') || 0));
          r1 = Math.round(r1 * scale); r2 = Math.round(r2 * scale);
          var scaleBack = function(x, scale) {
            if (scale === 1) return x;
            var d = Math.round(Math.log(scale) / Math.log(10));
            // to avoid problems like 3.423/100 -> 0.034230000000000003
            return (x / scale).toFixed(d);
          };
          $input.on({
            focus: function() {
              $x0.show().trigger('show');
              // first, make sure the slider div leaves at least 20px between
              // the two (slider value) span's
              $x0.width(Math.max(160, $span1.outerWidth() + $span2.outerWidth() + 20));
              // then, if the input is really wide, make the slider the same
              // width as the input
              if ($x0.outerWidth() < $input.outerWidth()) {
                $x0.outerWidth($input.outerWidth());
              }
              // make sure the slider div does not reach beyond the right margin
              if ($(window).width() < $x0.offset().left + $x0.width()) {
                $x0.offset({
                  'left': $input.offset().left + $input.outerWidth() - $x0.outerWidth()
                });
              }
            },
            blur: function() {
              $x0.hide().trigger('hide');
            },
            input: function() {
              if ($input.val() === '') filter.val([r1, r2]);
            },
            change: function() {
              var v = $input.val().replace(/\s/g, '');
              if (v === '') return;
              v = v.split('...');
              if (v.length !== 2) {
                $input.parent().addClass('has-error');
                return;
              }
              if (v[0] === '') v[0] = r1;
              if (v[1] === '') v[1] = r2;
              $input.parent().removeClass('has-error');
              // treat date as UTC time at midnight
              var strTime = function(x) {
                var s = type === 'date' ? 'T00:00:00Z' : '';
                var t = new Date(x + s).getTime();
                // add 10 minutes to date since it does not hurt the date, and
                // it helps avoid the tricky floating point arithmetic problems,
                // e.g. sometimes the date may be a few milliseconds earlier
                // than the midnight due to precision problems in noUiSlider
                return type === 'date' ? t + 3600000 : t;
              };
              if (inArray(type, ['date', 'time'])) {
                v[0] = strTime(v[0]);
                v[1] = strTime(v[1]);
              }
              if (v[0] != r1) v[0] *= scale;
              if (v[1] != r2) v[1] *= scale;
              filter.val(v);
            }
          });
          var formatDate = function(d) {
            d = scaleBack(d, scale);
            if (type === 'number') return d;
            if (type === 'integer') return parseInt(d);
            var x = new Date(+d);
            if (type === 'date') {
              var pad0 = function(x) {
                return ('0' + x).substr(-2, 2);
              };
              return x.getUTCFullYear() + '-' + pad0(1 + x.getUTCMonth())
                      + '-' + pad0(x.getUTCDate());
            } else {
              return x.toISOString();
            }
          };
          var opts = type === 'date' ? { step: 60 * 60 * 1000 } :
                     type === 'integer' ? { step: 1 } : {};
          filter = $x.noUiSlider($.extend({
            start: [r1, r2],
            range: {min: r1, max: r2},
            connect: true
          }, opts));
          if (scale > 1) (function() {
            var t1 = r1, t2 = r2;
            var val = filter.val();
            while (val[0] > r1 || val[1] < r2) {
              if (val[0] > r1) {
                t1 -= val[0] - r1;
              }
              if (val[1] < r2) {
                t2 += r2 - val[1];
              }
              filter = $x.noUiSlider($.extend({
                start: [t1, t2],
                range: {min: t1, max: t2},
                connect: true
              }, opts), true);
              val = filter.val();
            }
            r1  = t1; r2 = t2;
          })();
          $span1.text(formatDate(r1)); $span2.text(formatDate(r2));
          var updateSlider = function(e) {
            var val = filter.val();
            // turn off filter if in full range
            $td.data('filter', val[0] > r1 || val[1] < r2);
            var v1 = formatDate(val[0]), v2 = formatDate(val[1]), ival;
            if ($td.data('filter')) {
              ival = v1 + ' ... ' + v2;
              $input.attr('title', ival).val(ival).trigger('input');
            } else {
              $input.attr('title', '').val('');
            }
            $span1.text(v1); $span2.text(v2);
            if (e.type === 'slide') return;  // no searching when sliding only
            if (server) {
              table.column(i).search($td.data('filter') ? ival : '').draw();
              return;
            }
            table.draw();
          };
          filter.on({
            set: updateSlider,
            slide: updateSlider
          });
        }

        // server-side processing will be handled by R (or whatever server
        // language you use); the following code is only needed for client-side
        // processing
        if (server) {
          // if a search string has been pre-set, search now
          if (searchCol) searchColumn(i, searchCol).draw();
          return;
        }

        var customFilter = function(settings, data, dataIndex) {
          // there is no way to attach a search function to a specific table,
          // and we need to make sure a global search function is not applied to
          // all tables (i.e. a range filter in a previous table should not be
          // applied to the current table); we use the settings object to
          // determine if we want to perform searching on the current table,
          // since settings.sTableId will be different to different tables
          if (table.settings()[0] !== settings) return true;
          // no filter on this column or no need to filter this column
          if (typeof filter === 'undefined' || !$td.data('filter')) return true;

          var r = filter.val(), v, r0, r1;
          if (type === 'number' || type === 'integer') {
            v = parseFloat(data[i]);
            // how to handle NaN? currently exclude these rows
            if (isNaN(v)) return(false);
            r0 = parseFloat(scaleBack(r[0], scale))
            r1 = parseFloat(scaleBack(r[1], scale));
            if (v >= r0 && v <= r1) return true;
          } else if (type === 'date' || type === 'time') {
            v = new Date(data[i]);
            r0 = new Date(r[0] / scale); r1 = new Date(r[1] / scale);
            if (v >= r0 && v <= r1) return true;
          } else if (type === 'factor') {
            if (r.length === 0 || inArray(data[i], r)) return true;
          } else if (type === 'logical') {
            if (r.length === 0) return true;
            if (inArray(data[i] === '' ? 'na' : data[i], r)) return true;
          }
          return false;
        };

        $.fn.dataTable.ext.search.push(customFilter);

        // search for the preset search strings if it is non-empty
        if (searchCol) {
          if (inArray(type, ['factor', 'logical'])) {
            filter[0].selectize.setValue(JSON.parse(searchCol));
          } else if (type === 'character') {
            $input.trigger('input');
          } else if (inArray(type, ['number', 'integer', 'date', 'time'])) {
            $input.trigger('change');
          }
        }

      });

    }

    // highlight search keywords
    var highlight = function() {
      var body = $(table.table().body());
      // removing the old highlighting first
      body.unhighlight();

      // don't highlight the "not found" row, so we get the rows using the api
      if (table.rows({ filter: 'applied' }).data().length === 0) return;
      // highlight gloal search keywords
      body.highlight($.trim(table.search()).split(/\s+/));
      // then highlight keywords from individual column filters
      if (filterRow) filterRow.each(function(i, td) {
        var $td = $(td), type = $td.data('type');
        if (type !== 'character') return;
        var $input = $td.children('div').first().children('input');
        var column = table.column(i).nodes().to$(),
            val = $.trim($input.val());
        if (type !== 'character' || val === '') return;
        column.highlight(val.split(/\s+/));
      });
    };

    if (options.searchHighlight) {
      table
      .on('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth', highlight)
      .on('destroy', function() {
        // remove event handler
        table.off('draw.dt.dth column-visibility.dt.dth column-reorder.dt.dth');
      });

      // initial highlight for state saved conditions and initial states
      highlight();
    }

    // run the callback function on the table instance
    if (typeof data.callback === 'function') data.callback(table);

    // double click to edit the cell
    if (data.editable) table.on('dblclick.dt', 'tbody td', function() {
      var $input = $('<input type="text">');
      var $this = $(this), value = table.cell(this).data(), html = $this.html();
      var changed = false;
      $input.val(value);
      $this.empty().append($input);
      $input.css('width', '100%').focus().on('change', function() {
        changed = true;
        var valueNew = $input.val();
        if (valueNew != value) {
          table.cell($this).data(valueNew);
          if (HTMLWidgets.shinyMode) changeInput('cell_edit', cellInfo($this));
          // for server-side processing, users have to call replaceData() to update the table
          if (!server) table.draw(false);
        } else {
          $this.html(html);
        }
        $input.remove();
      }).on('blur', function() {
        if (!changed) $input.trigger('change');
      });
    });

    // interaction with shiny
    if (!HTMLWidgets.shinyMode && !crosstalkOptions.group) return;

    var methods = {};
    var shinyData = {};

    methods.updateCaption = function(caption) {
      if (!caption) return;
      $table.children('caption').replaceWith(caption);
    }

    // register clear functions to remove input values when the table is removed
    instance.clearInputs = {};

    var changeInput = function(id, value, type, noCrosstalk) {
      var event = id;
      id = el.id + '_' + id;
      if (type) id = id + ':' + type;
      // do not update if the new value is the same as old value
      if (shinyData.hasOwnProperty(id) && shinyData[id] === JSON.stringify(value))
        return;
      shinyData[id] = JSON.stringify(value);
      if (HTMLWidgets.shinyMode) {
        Shiny.onInputChange(id, value);
        if (!instance.clearInputs[id]) instance.clearInputs[id] = function() {
          Shiny.onInputChange(id, null);
        }
      }

      // HACK
      if (event === "rows_selected" && !noCrosstalk) {
        if (crosstalkOptions.group) {
          var keys = crosstalkOptions.key;
          var selectedKeys = null;
          if (value) {
            selectedKeys = [];
            for (var i = 0; i < value.length; i++) {
              // The value array's contents use 1-based row numbers, so we must
              // convert to 0-based before indexing into the keys array.
              selectedKeys.push(keys[value[i] - 1]);
            }
          }
          instance.ctselectHandle.set(selectedKeys);
        }
      }
    };

    var addOne = function(x) {
      return x.map(function(i) { return 1 + i; });
    };

    var unique = function(x) {
      var ux = [];
      $.each(x, function(i, el){
        if ($.inArray(el, ux) === -1) ux.push(el);
      });
      return ux;
    }

    // change the row index of a cell
    var tweakCellIndex = function(cell) {
      var info = cell.index();
      if (server) {
        info.row = DT_rows_current[info.row];
      } else {
        info.row += 1;
      }
      return {row: info.row, col: info.column};
    }

    var selMode = data.selection.mode, selTarget = data.selection.target;
    if (inArray(selMode, ['single', 'multiple'])) {
      var selClass = data.style === 'bootstrap' ? 'active' : 'selected';
      var selected = data.selection.selected, selected1, selected2;
      // selected1: row indices; selected2: column indices
      if (selected === null) {
        selected1 = selected2 = [];
      } else if (selTarget === 'row') {
        selected1 = $.makeArray(selected);
      } else if (selTarget === 'column') {
        selected2 = $.makeArray(selected);
      } else if (selTarget === 'row+column') {
        selected1 = $.makeArray(selected.rows);
        selected2 = $.makeArray(selected.cols);
      }

      // After users reorder the rows or filter the table, we cannot use the table index
      // directly. Instead, we need this function to find out the rows between the two clicks.
      // If user filter the table again between the start click and the end click, the behavior
      // would be undefined, but it should not be a problem.
      var shiftSelRowsIndex = function(start, end) {
        var indexes = server ? DT_rows_all : table.rows({ search: 'applied' }).indexes().toArray();
        start = indexes.indexOf(start); end = indexes.indexOf(end);
        // if start is larger than end, we need to swap
        if (start > end) {
          var tmp = end; end = start; start = tmp;
        }
        return indexes.slice(start, end + 1);
      }

      var serverRowIndex = function(clientRowIndex) {
        return server ? DT_rows_current[clientRowIndex] : clientRowIndex + 1;
      }

      // row, column, or cell selection
      var lastClickedRow;
      if (inArray(selTarget, ['row', 'row+column'])) {
        var selectedRows = function() {
          var rows = table.rows('.' + selClass);
          var idx = rows.indexes().toArray();
          if (!server) return addOne(idx);
          idx = idx.map(function(i) {
            return DT_rows_current[i];
          });
          selected1 = selMode === 'multiple' ? unique(selected1.concat(idx)) : idx;
          return selected1;
        }
        table.on('mousedown.dt', 'tbody tr', function(e) {
          var $this = $(this), thisRow = table.row(this);
          if (selMode === 'multiple') {
            if (e.shiftKey && lastClickedRow !== undefined) {
              // select or de-select depends on the last clicked row's status
              var flagSel = !$this.hasClass(selClass);
              var crtClickedRow = serverRowIndex(thisRow.index());
              if (server) {
                var rowsIndex = shiftSelRowsIndex(lastClickedRow, crtClickedRow);
                // update current page's selClass
                rowsIndex.map(function(i) {
                  var rowIndex = DT_rows_current.indexOf(i);
                  if (rowIndex >= 0) {
                    var row = table.row(rowIndex).nodes().to$();
                    var flagRowSel = !row.hasClass(selClass);
                    if (flagSel === flagRowSel) row.toggleClass(selClass);
                  }
                });
                // update selected1
                if (flagSel) {
                  selected1 = unique(selected1.concat(rowsIndex));
                } else {
                  selected1 = selected1.filter(function(index) {
                    return !inArray(index, rowsIndex);
                  });
                }
              } else {
                // js starts from 0
                shiftSelRowsIndex(lastClickedRow - 1, crtClickedRow - 1).map(function(value) {
                  var row = table.row(value).nodes().to$();
                  var flagRowSel = !row.hasClass(selClass);
                  if (flagSel === flagRowSel) row.toggleClass(selClass);
                });
              }
              e.preventDefault();
            } else {
              $this.toggleClass(selClass);
            }
          } else {
            if ($this.hasClass(selClass)) {
              $this.removeClass(selClass);
            } else {
              table.$('tr.' + selClass).removeClass(selClass);
              $this.addClass(selClass);
            }
          }
          if (server && !$this.hasClass(selClass)) {
            var id = DT_rows_current[thisRow.index()];
            // remove id from selected1 since its class .selected has been removed
            if (inArray(id, selected1)) selected1.splice($.inArray(id, selected1), 1);
          }
          changeInput('rows_selected', selectedRows());
          changeInput('row_last_clicked', serverRowIndex(thisRow.index()));
          lastClickedRow = serverRowIndex(thisRow.index());
        });
        changeInput('rows_selected', selected1);
        var selectRows = function() {
          table.$('tr.' + selClass).removeClass(selClass);
          if (selected1.length === 0) return;
          if (server) {
            table.rows({page: 'current'}).every(function() {
              if (inArray(DT_rows_current[this.index()], selected1)) {
                $(this.node()).addClass(selClass);
              }
            });
          } else {
            var selected0 = selected1.map(function(i) { return i - 1; });
            $(table.rows(selected0).nodes()).addClass(selClass);
          }
        }
        selectRows();  // in case users have specified pre-selected rows
        // restore selected rows after the table is redrawn (e.g. sort/search/page);
        // client-side tables will preserve the selections automatically; for
        // server-side tables, we have to *real* row indices are in `selected1`
        if (server) table.on('draw.dt', selectRows);
        methods.selectRows = function(selected) {
          selected1 = selected ? selected : [];
          selectRows();
          changeInput('rows_selected', selected1);
        }
      }

      if (inArray(selTarget, ['column', 'row+column'])) {
        if (selTarget === 'row+column') {
          $(table.columns().footer()).css('cursor', 'pointer');
        }
        table.on('click.dt', selTarget === 'column' ? 'tbody td' : 'tfoot tr th', function() {
          var colIdx = selTarget === 'column' ? table.cell(this).index().column :
              $.inArray(this, table.columns().footer()),
              thisCol = $(table.column(colIdx).nodes());
          if (colIdx === -1) return;
          if (thisCol.hasClass(selClass)) {
            thisCol.removeClass(selClass);
            selected2.splice($.inArray(colIdx, selected2), 1);
          } else {
            if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
            thisCol.addClass(selClass);
            selected2 = selMode === 'single' ? [colIdx] : unique(selected2.concat([colIdx]));
          }
          changeInput('columns_selected', selected2);
        });
        changeInput('columns_selected', selected2);
        var selectCols = function() {
          table.columns().nodes().flatten().to$().removeClass(selClass);
          if (selected2.length > 0)
            table.columns(selected2).nodes().flatten().to$().addClass(selClass);
        }
        selectCols();  // in case users have specified pre-selected columns
        if (server) table.on('draw.dt', selectCols);
        methods.selectColumns = function(selected) {
          selected2 = selected ? selected : [];
          selectCols();
          changeInput('columns_selected', selected2);
        }
      }

      if (selTarget === 'cell') {
        var selected3;
        if (selected === null) {
          selected3 = [];
        } else {
          selected3 = selected;
        }
        var findIndex = function(ij) {
          for (var i = 0; i < selected3.length; i++) {
            if (ij[0] === selected3[i][0] && ij[1] === selected3[i][1]) return i;
          }
          return -1;
        }
        table.on('click.dt', 'tbody td', function() {
          var $this = $(this), info = tweakCellIndex(table.cell(this));
          if ($this.hasClass(selClass)) {
            $this.removeClass(selClass);
            selected3.splice(findIndex([info.row, info.col]), 1);
          } else {
            if (selMode === 'single') $(table.cells().nodes()).removeClass(selClass);
            $this.addClass(selClass);
            selected3 = selMode === 'single' ? [[info.row, info.col]] :
              unique(selected3.concat([[info.row, info.col]]));
          }
          changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
        });
        changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
        var selectCells = function() {
          table.$('td.' + selClass).removeClass(selClass);
          if (selected3.length === 0) return;
          if (server) {
            table.cells({page: 'current'}).every(function() {
              var info = tweakCellIndex(this);
              if (findIndex([info.row, info.col], selected3) > -1)
                $(this.node()).addClass(selClass);
            });
          } else {
            selected3.map(function(ij) {
              $(table.cell(ij[0] - 1, ij[1]).node()).addClass(selClass);
            });
          }
        };
        selectCells();  // in case users have specified pre-selected columns
        if (server) table.on('draw.dt', selectCells);
        methods.selectCells = function(selected) {
          selected3 = selected ? selected : [];
          selectCells();
          changeInput('cells_selected', transposeArray2D(selected3), 'shiny.matrix');
        }
      }
    }

    // expose some table info to Shiny
    var updateTableInfo = function(e, settings) {
      // TODO: is anyone interested in the page info?
      // changeInput('page_info', table.page.info());
      var updateRowInfo = function(id, modifier) {
        var idx;
        if (server) {
          idx = modifier.page === 'current' ? DT_rows_current : DT_rows_all;
        } else {
          var rows = table.rows($.extend({
            search: 'applied',
            page: 'all'
          }, modifier));
          idx = addOne(rows.indexes().toArray());
        }
        changeInput('rows' + '_' + id, idx);
      };
      updateRowInfo('current', {page: 'current'});
      updateRowInfo('all', {});
    }
    table.on('draw.dt', updateTableInfo);
    updateTableInfo();

    // state info
    table.on('draw.dt column-visibility.dt', function() {
      changeInput('state', table.state());
    });
    changeInput('state', table.state());

    // search info
    var updateSearchInfo = function() {
      changeInput('search', table.search());
      if (filterRow) changeInput('search_columns', filterRow.toArray().map(function(td) {
        return $(td).find('input').first().val();
      }));
    }
    table.on('draw.dt', updateSearchInfo);
    updateSearchInfo();

    var cellInfo = function(thiz) {
      var info = tweakCellIndex(table.cell(thiz));
      info.value = table.cell(thiz).data();
      return info;
    }
    // the current cell clicked on
    table.on('click.dt', 'tbody td', function() {
      changeInput('cell_clicked', cellInfo(this));
    })
    changeInput('cell_clicked', {});

    // do not trigger table selection when clicking on links unless they have classes
    table.on('click.dt', 'tbody td a', function(e) {
      if (this.className === '') e.stopPropagation();
    });

    methods.addRow = function(data, rowname) {
      var data0 = table.row(0).data(), n = data0.length, d = n - data.length;
      if (d === 1) {
        data = rowname.concat(data)
      } else if (d !== 0) {
        console.log(data);
        console.log(data0);
        throw 'New data must be of the same length as current data (' + n + ')';
      };
      table.row.add(data).draw();
    }

    methods.updateSearch = function(keywords) {
      if (keywords.global !== null)
        $(table.table().container()).find('input[type=search]').first()
             .val(keywords.global).trigger('input');
      var columns = keywords.columns;
      if (!filterRow || columns === null) return;
      filterRow.toArray().map(function(td, i) {
        var v = typeof columns === 'string' ? columns : columns[i];
        if (typeof v === 'undefined') {
          console.log('The search keyword for column ' + i + ' is undefined')
          return;
        }
        $(td).find('input').first().val(v);
        searchColumn(i, v);
      });
      table.draw();
    }

    methods.selectPage = function(page) {
      if (table.page.info().pages < page || page < 1) {
        throw 'Selected page is out of range';
      };
      table.page(page - 1).draw(false);
    }

    methods.reloadData = function(resetPaging, clearSelection) {
      // empty selections first if necessary
      if (methods.selectRows && inArray('row', clearSelection)) methods.selectRows([]);
      if (methods.selectColumns && inArray('column', clearSelection)) methods.selectColumns([]);
      if (methods.selectCells && inArray('cell', clearSelection)) methods.selectCells([]);
      table.ajax.reload(null, resetPaging);
    }

    table.shinyMethods = methods;
  },
  resize: function(el, width, height, instance) {
    if (instance.data) this.renderValue(el, instance.data, instance);

    // dynamically adjust height if fillContainer = TRUE
    if (instance.fillContainer)
      this.fillAvailableHeight(el, height);

    this.adjustWidth(el);
  },

  // dynamically set the scroll body to fill available height
  // (used with fillContainer = TRUE)
  fillAvailableHeight: function(el, availableHeight) {

    // see how much of the table is occupied by header/footer elements
    // and use that to compute a target scroll body height
    var dtWrapper = $(el).find('div.dataTables_wrapper');
    var dtScrollBody = $(el).find($('div.dataTables_scrollBody'));
    var framingHeight = dtWrapper.innerHeight() - dtScrollBody.innerHeight();
    var scrollBodyHeight = availableHeight - framingHeight;

    // set the height
    dtScrollBody.height(scrollBodyHeight + 'px');
  },

  // adjust the width of columns; remove the hard-coded widths on table and the
  // scroll header when scrollX/Y are enabled
  adjustWidth: function(el) {
    var $el = $(el), table = $el.data('datatable');
    if (table) table.columns.adjust();
    $el.find('.dataTables_scrollHeadInner').css('width', '')
        .children('table').css('margin-left', '');
  }
});

  if (!HTMLWidgets.shinyMode) return;

  Shiny.addCustomMessageHandler('datatable-calls', function(data) {
    var id = data.id;
    var el = document.getElementById(id);
    var table = el ? $(el).data('datatable') : null;
    if (!table) {
      console.log("Couldn't find table with id " + id);
      return;
    }

    var methods = table.shinyMethods, call = data.call;
    if (methods[call.method]) {
      methods[call.method].apply(table, call.args);
    } else {
      console.log("Unknown method " + call.method);
    }
  });

})();
</script>
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margin-right: -30px;
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margin-right: auto;
}
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padding-right: 12px;
vertical-align: top;
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display: block;
padding-right: inherit;
}
}
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<h1 class="title toc-ignore">The Methodological Divide of Sociology<br>R Code Documentation</h1>

</div>


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<pre class="r"><code>#adjust your working directory here
knitr::opts_knit$set(root.dir = '/home/cs/Dropbox/kasus/PhD/projects/soc_journals')</code></pre>
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<div id="case-selection" class="section level2">
<h2>Case selection</h2>
<p>This document includes analysis for articles published in <strong>Generalist Sociology Journals between 1995 and 2017</strong>. The selection of journals is based upon the following criteria:</p>
<ul>
<li>Journals that achieved high ranks in the latest <a href="https://en.wikipedia.org/wiki/Social_Sciences_Citation_Index">Social Science Citation Index</a> (SSCI).</li>
<li>Journals that are considered to be generalist Sociology journals without either a theoretical / methodological (e.g. <a href="http://journals.sagepub.com/home/smr">Sociological Methods and Research</a>) focus, or a domain-specific focus (e.g. <a href="http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1741-3737">Journal of Marriage and Family</a>).</li>
<li>Journal for which abstract texts are available in databases from 1995 to 2017.</li>
</ul>
<p>In addition, the new generalist and journal <a href="https://www.sociologicalscience.com/">Sociological Science</a> is included to see how open-access publications differ in comparison to traditional journals in the field. As there is no <em>well defined population</em> of generalist Sociology journals, this case selection is obviously to some extent subjective.</p>
<p>The dataset includes the following journals:</p>
<ul>
<li>Annual Review of Sociology</li>
<li>American Sociological Review</li>
<li>American journal of Sociology</li>
<li>European Sociological Review</li>
<li>Social Forces</li>
<li>Social Problems</li>
<li>Sociology</li>
<li>British Journal of Sociology</li>
<li>Social Science Research</li>
<li>Acta Sociologica</li>
<li>Sociological Quarterly</li>
<li>Sociological Forum</li>
<li>Sociological Science</li>
</ul>
</div>
<div id="data-preparation" class="section level2">
<h2>Data preparation</h2>
<p>Creating the dataset consisted of several steps:</p>
<ul>
<li>Extracting data for Sociological Science via the <a href="https://doaj.org/">Directory of Open Access Journals</a>.</li>
</ul>
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<pre class="r"><code># extracts data for socsci from the doaj

socsci &lt;- jaod_article_search(query = &quot;issn:2330-6696&quot;, pageSize = 100,
                            page = 1)$result %&gt;% bind_rows(
jaod_article_search(query = &quot;issn:2330-6696&quot;, pageSize = 100,
                            page = 2)$results)

socsci &lt;- socsci %&gt;% transmute(
  eid = id, 
  year = bibjson.year %&gt;% as.numeric(),
  abstract = bibjson.abstract,
  title = bibjson.title, 
  link = bibjson.link %&gt;% map_chr(1),
  source = bibjson.journal.title %&gt;% str_to_lower(),
  index_keywords = bibjson.keywords %&gt;% 
    map_chr(str_c, collapse = '; '),
  authors = bibjson.author %&gt;% map(~ pull(.x, name)),
  affiliations = bibjson.author %&gt;% map(~ pull(.x, affiliation)),
  doi = bibjson.identifier %&gt;% 
    map_chr(~ filter(.x, type == 'doi') %&gt;% pull(id))
  ) %&gt;% filter(year &lt;= 2017)

socsci_write &lt;- socsci %&gt;%  mutate(authors = 
                   authors %&gt;% 
                   map(str_c, collapse = '; ') %&gt;% flatten_chr(),      
                   affiliations =     affiliations %&gt;% 
                   map(str_c, collapse = '; ') %&gt;%flatten_chr())

write_tsv(socsci_write, 'sociological_science.tsv')</code></pre>
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<ul>
<li>Extracting data for SSCI journals from the <a href="https://en.wikipedia.org/wiki/Scopus">Scopus</a> database.</li>
<li>Merging the data and applying some cleaning (e.g. different spellings for journals).</li>
</ul>
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<pre class="r"><code># reads in scopus data, normalizes names and merges with soc sci articles

df &lt;- list.files('soc_journals_data/') %&gt;% # path for publication files
  map(~ read_csv(str_c('soc_journals_data/', .)) %&gt;% 
                             mutate_all(as.character) ) %&gt;% bind_rows()%&gt;% 
  set_names(snakecase::to_snake_case, sep_in = &quot;\\.&quot;) %&gt;%
  mutate(year = as.numeric(year), cites = as.numeric(cited_by),
         cites =  if_else(is.na(cites), 0, cites),
         # detect missing abstracts and authors
         abstract = replace(abstract, abstract == '[No abstract available]', 
                            NA),
         authors = replace(authors, authors == '[No author name available]', 
                            NA),
          source = str_to_lower(source_title), 
       type = str_to_lower(document_type)) %&gt;% 
  select(eid, title, year,  cites, source,  authors,
           abstract,  affiliations, authors_with_affiliations,
         correspondence_address, author_keywords, index_keywords,
         funding_details, funding_text, references,  
          doi, link,  publisher, language_of_original_document, type) %&gt;% 
  distinct(eid, .keep_all = TRUE) %&gt;% 
  # unify journal names
   mutate(source = case_when(
                             source == 'ajs; american journal of sociology' ~
                               'american journal of sociology',
                             source == 'the british journal of sociology' ~
                               'british journal of sociology',
                             TRUE ~ source))

# combine and store data
socsci &lt;- read_tsv('../sociological_science.tsv') %&gt;% 
  mutate(type = 'article')

df &lt;- bind_rows(df, socsci)
write_tsv(df, '../ssci_soc_journals_df.tsv')</code></pre>
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<p>After these steps, an additional round of preparation and cleaning follows:</p>
<ul>
<li>Only articles and articles in press are considered (no book reviews, errata, etc.).</li>
<li>Only articles with abstracts are considered (true for most publications in this dataset).</li>
<li>Noise within abstracts is removed (e.g. keywords and copyright entries).</li>
</ul>
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<pre class="r"><code>df &lt;- read_tsv('ssci_soc_journals_df.tsv') %&gt;% 
  # only keep articles
   filter(type %in% c('article', 'article in press')) %&gt;% 
   filter(year &lt;= 2017 &amp; !is.na(abstract)) %&gt;% # remove missing abstracts
   filter(source %in%  # remove out-of-sample observations
              c('american journal of sociology', 
                 'american sociological review', 
                'social forces', 'european sociological review', 
                'annual review of sociology', 'sociology', 
                'social problems', 'social science research', 
                'sociological science', 'british journal of sociology',
                'acta sociologica',
                'sociological quarterly', 'sociological forum')) %&gt;% 
  distinct(abstract, .keep_all = TRUE) %&gt;% 
  mutate(
 source = as.factor(source),
 # detect and remove keywords and copyrights in abstracts
 abstract = case_when(str_detect(abstract, 'Keywords:') ~ 
                        str_split(abstract, 'Keywords:') %&gt;% map_chr(1),
                      TRUE ~ abstract),
 abstract = str_split(abstract, '©') %&gt;% map_chr(1))

write_tsv(df, 'ssci_soc_journals_df_final.tsv')</code></pre>
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</div>
<div id="data-analysis" class="section level2">
<h2>Data analysis</h2>
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<p>The dataset contains 8737 publications.</p>
<p>As the sample includes the most recognized journals in the field from 1995 onwards, some of the papers reached a very high number of citations. The following table shows the most-cited papers in the dataset.</p>
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<pre class="r"><code>df %&gt;% 
    arrange(desc(cites)) %&gt;% select(cites, title, authors, source, year) %&gt;%
  head(100) %&gt;%     DT::datatable(  options = list(
      lengthMenu = c(5, 10, 20)))</code></pre>
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Assessing the efficacy of corporate affirmative action and diversity policies","What's driving Mexico-U.S. migration? A theoretical, empirical, and policy analysis","Pathways to adulthood in changing societies: Variability and mechanisms in life course perspective","The Politicization Of Climate Change And Polarization In The American Public's Views Of Global Warming, 2001-2010","Constructing a Market, Performing Theory: The Historical Sociology of a Financial Derivatives Exchange","Who cares? 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<!-- rnb-htmlwidget-end -->

<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<p>Moving away from single publications, the next plot shows the number of articles published per journal.</p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
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<pre class="r"><code>df %&gt;% count(source) %&gt;% 
  ggplot(aes(x = reorder(source, n) , y = n)) + geom_col() + coord_flip() +
  theme_ipsum(axis_title_size = 13, axis = 'Xx', grid = 'Xx')  + 
  scale_y_comma(breaks = scales::pretty_breaks(n = 6)) +
  labs(y = 'No. of Articles', x = 'Journal')</code></pre>
<!-- rnb-source-end -->
<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo2LCJzaXplX2JlaGF2aW9yIjoxLCJ3aWR0aCI6OX0= -->
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" /></p>
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<pre class="r"><code> # ggsave('output/socsci_articles_per_journal.png',
 #        width =  9, height = 6, dpi = 300)</code></pre>
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<p>It can be seen that Social Science Research and Social Forces published the most articles. The number for Sociological Science is low because the journal first started publishing in 2014, while the other journals have been around for more than 20 years. As for the Annual Review of Sociology, the small share of publications is also unsurprising because reviews are not included in the dataset and the publication output of annual journals is naturally low.</p>
</div>
<div id="text-as-data" class="section level2">
<h2>Text as data</h2>
<p>The main part of this document deals with analysis on textual data. Because texts are messy, this also requires intensive preprocessing.</p>
<p>In a first step, all abstracts are parsed with the <a href="https://spacy.io/">spaCy</a> library. While easier methods are available in several R packages, spaCy enables the <a href="https://en.wikipedia.org/wiki/Lemmatisation">lemmatization</a> of words. Lemmatizaion is useful for combining words with similar semantic meaning (e.g. <em>walk, walked, walking</em>) to a single feature (e.g. <em>walk</em>).</p>
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<pre class="r"><code># running the spacy parser and saving results
# spacy_install()
spacy_initialize(model = 'en' ,refresh_settings = TRUE)
parsed &lt;- spacy_parse(df$abstract)
spacy_finalize()
save.image('soc_journals_spacy.RData')</code></pre>
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<p>After that, additional preprocessing steps are taken:</p>
<ul>
<li>converting all abstracts to the <a href="https://en.wikipedia.org/wiki/Bag-of-words_model">bag of words</a> format.</li>
<li>removing stopwords (e.g. <em>the, and</em>) and empty strings from the lemma tokens.</li>
<li>unifying tokens for different UK / US spellings.</li>
<li>detecting and connecting collocations (e.g. <em>united states</em>).</li>
<li>converting tokens into a document-feature matrix.</li>
<li>removing terms which don’t occur in at least 50 abstracts (important for robustness of results).</li>
</ul>
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<pre class="r"><code>load('soc_journals_spacy.RData') # loads lemma
 
 soc_tokens &lt;- as.tokens(parsed, use_lemma = TRUE) %&gt;% 
   tokens(remove_punct = TRUE, remove_numbers = TRUE) %&gt;% 
     tokens_tolower() %&gt;% 
  tokens_remove(c(stopwords('english'), 'copyright',
                  'author', 'authors', 'article','paper',
                  'review', 'reviews','research', '-pron-', &quot;'s&quot;,
                  '’s'),  min_nchar = 1L,  padding = TRUE) 
 
UK &lt;- c('labour', 'centre', 'colour', 'flavour', 'humour', 'neighbour',
        'neighbourhood', 'defence', 'offence', 'analyse', 'behaviour',
        'organisation', 'organisational')
US &lt;- c('labor', 'center', 'color', 'flavor', 'humor', 'neighbor',
        'neighborhood', 'defense', 'offense', 'analyze', 'behavior',
        'organization', 'organizational')
soc_tokens &lt;- tokens_replace(soc_tokens, UK, US)
coll &lt;- textstat_collocations(soc_tokens, min_count = 50)
soc_tokens &lt;- tokens_compound(soc_tokens, coll, join = FALSE)
docvars(soc_tokens) &lt;- df %&gt;% 
  select(abstract, source, year) %&gt;% rename(text = 'abstract')
bigrams &lt;- c('per_cent')
unigrams &lt;- c('percent')
soc_tokens &lt;- tokens_replace(soc_tokens, bigrams, unigrams)
dfm_soc &lt;- soc_tokens %&gt;% dfm() %&gt;% dfm_select(min_nchar = 2L) %&gt;% 
  dfm_trim(min_docfreq = 50) %&gt;%  # minimum 50 documents (removes rare terms)
   dfm_trim(max_docfreq = 0.25,
            docfreq_type = 'prop') # maximum in 25 percent of documents (stop words)
soc_grouped &lt;- dfm_group(dfm_soc, groups = 'source') # grouped dfm for keyness</code></pre>
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<p>The final document-feature matrix contains 8737 observations (abstracts) and 2125 different features (terms) for a total of 625066 tokens. A wordcloud illustrates the most commonly used terms in all abstracts, where more frequent terms are larger in size.</p>
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<pre class="r"><code>#png('output/socsci_wordcloud.png', res = 300,
 #   width =  7, height = 7, units = 'in')
textplot_wordcloud(dfm_soc, max_words = 100, color = 'black',
                   min_size = 0.1, max_size = 3)</code></pre>
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" /></p>
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<pre class="r"><code>#dev.off()</code></pre>
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<p>The output shows that the generalist journals cover a broad range of topics (e.g. <em>political, woman, work, cultural, ..</em>). Moreover, many of the most common terms could be labeled as “science slang” (e.g <em>analysis, theory, increase, mode</em>).</p>
</div>
<div id="key-terms-for-each-journal" class="section level2">
<h2>Key terms for each journal</h2>
<p>The following table shows <a href="https://www.rdocumentation.org/packages/quanteda/versions/0.99.22/topics/keyness">key</a> terms for each journal (in comparison to all other journals) based upon chi-squared tests with Yates correction. These terms are appear more frequently in abstracts from the corresponding journal than what would be expected by chance. While this approach is sensitive to very rare terms in the entire corpus, the current feature selection from above (only keeping terms appearing in at least 50 abstracts) adds stability. For each term, the frequency within abstracts from the journals is included in parentheses.</p>
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<!-- rnb-source-begin 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 -->
<pre class="r"><code>all_keys &lt;- docnames(soc_grouped) %&gt;% map(function(x) {
  textstat_keyness(soc_grouped, target = x, measure = 'chi2') %&gt;% 
    mutate(target = x)}
) %&gt;% bind_rows()
pro_keys &lt;- all_keys  %&gt;% select(feature,chi2, target, n_target) %&gt;% 
                                  group_by(target) %&gt;% 
arrange(desc(chi2)) %&gt;% slice(1:10) %&gt;%  
summarise(terms = str_c(feature,' (', n_target, '), ', collapse = '') %&gt;% 
            str_sub(1L, -3L),
          target_counts = list(n_target)) %&gt;% 
rename(journal = target, key_terms = terms)
pro_keys %&gt;% select(journal, key_terms) %&gt;% 
  knitr::kable(caption = 'Key terms for each journal (counts in parentheses).')</code></pre>
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<table>
<colgroup>
<col width="14%" />
<col width="85%" />
</colgroup>
<thead>
<tr class="header">
<th align="left">journal</th>
<th align="left">key_terms</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="left">acta sociologica</td>
<td align="left">sweden (69), norwegian (44), swedish (51), norway (41), unemployment (59), unemployed (31), welfare_state (52), voluntary (25), country (130), social_capital (56)</td>
</tr>
<tr class="even">
<td align="left">american journal of sociology</td>
<td align="left">network (207), law (106), organizational (134), diffusion (50), genetic (49), state (206), market (126), firm (86), organization (159), structural (98)</td>
</tr>
<tr class="odd">
<td align="left">american sociological review</td>
<td align="left">firm (169), exchange (140), penalty (60), tie (129), foreign (64), market (192), managerial (45), u.s. (152), wage (120), organization (256)</td>
</tr>
<tr class="even">
<td align="left">annual review of sociology</td>
<td align="left">sociological (89), direction (33), literature (78), theoretical (72), sociologist (51), future (53), field (66), sociology (96), attention (56), focus (102)</td>
</tr>
<tr class="odd">
<td align="left">british journal of sociology</td>
<td align="left">modernity (83), sociology (279), uk (76), british (104), bourdieu (72), britain (80), class (279), society (186), reflexive (34), sociological (162)</td>
</tr>
<tr class="even">
<td align="left">european sociological review</td>
<td align="left">country (416), germany (116), socio_economic (105), german (99), educational (244), labor_market (226), education (301), unemployment (115), employment (231), european_country (57)</td>
</tr>
<tr class="odd">
<td align="left">social forces</td>
<td align="left">black (306), disaster (52), marital (96), concentration (74), southern (51), church (58), religious (212), mexican (53), neighborhood (247), fertility (61)</td>
</tr>
<tr class="even">
<td align="left">social problems</td>
<td align="left">social_problem (68), movement (217), coalition (61), victim (49), social_movement (115), activist (59), mobilization (62), political_opportunity (31), frame (82), threat (74)</td>
</tr>
<tr class="odd">
<td align="left">social science research</td>
<td align="left">estimate (264), college (275), immigrant (457), measure (434), survey (368), child (620), adolescent (220), student (361), non (294), us (122)</td>
</tr>
<tr class="even">
<td align="left">sociological forum</td>
<td align="left">essay (51), frame (92), depth_interview (38), police (65), community (169), boundary (81), color (28), mental (30), racism (32), volunteer (35)</td>
</tr>
<tr class="odd">
<td align="left">sociological quarterly</td>
<td align="left">frame (88), identity (149), narrative (56), body (58), discourse (69), newspaper (28), race (128), art (27), stereotype (27), movement (110)</td>
</tr>
<tr class="even">
<td align="left">sociological science</td>
<td align="left">online (24), experiment (25), percent (24), score (18), fact (20), income (39), enforcement (10), ask_whether (8), item (11), correlation (10)</td>
</tr>
<tr class="odd">
<td align="left">sociology</td>
<td align="left">sociology (370), british (149), uk (108), explore (310), argue (428), young_people (105), class (377), identity (287), draw (287), sociological (240)</td>
</tr>
</tbody>
</table>


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<pre class="r"><code># stargazer table
stargazer(pro_keys %&gt;% select(journal, key_terms),
          summary = FALSE, rownames = FALSE)</code></pre>
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</div>
<div id="unidimensional-scaling" class="section level2">
<h2>Unidimensional scaling</h2>
<p>The main focus of this work is to answer the question whether the quantitative-qualitative divide as potentially the most polarizing dimension for Sociology publications in these journals. Moreover, we want to investigate this polarization across journals and over time.</p>
<p>There are several methods for automated text analysis which could be used to shed light on this (e.g. Latent Semantic Analysis, Topic Modeling). In this case however, we apply a method which has originally been developed for Political Science applications, the <a href="http://onlinelibrary.wiley.com/doi/10.1111/j.1540-5907.2008.00338.x/full">Wordfish</a> scaling model. Wordfish is commonly used by Political Scientists to position actors along a single ideological dimension. This could be for instance the economic position of parties, captured by the terms they use in party manifestos. The underlying statistical model is count based and assumes a Poisson distribution, with one parameter <span class="math inline">\(\lambda\)</span>, of words. The functional form is as follows:</p>
<p><span class="math display">\[ wordcount_{ij} \sim Poisson(\lambda_{ij})\]</span> <span class="math display">\[\lambda_{ij} = exp(\alpha_{i} + \psi_{j} + \beta_{j} * \theta_{i}) \]</span> Applied to the Sociology abstracts, this models the number of times abstract <span class="math inline">\(i\)</span> inludes term <span class="math inline">\(j\)</span>.</p>
<ul>
<li>Alpha <span class="math inline">\(\alpha\)</span> is a document-level-fixed effect, controlling for some abstracts including more terms than others.</li>
<li>Psi <span class="math inline">\(\psi\)</span> is word-fixed-effect, controlling for some terms being used more frequently than others.</li>
<li>Beta <span class="math inline">\(\beta\)</span> is the estimate weight for each term used to position the documents on the one-dimensional scale.</li>
<li>Theta <span class="math inline">\(\theta\)</span> is the estimate for each document (abstract) on the one-dimensional scale.</li>
</ul>
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<pre class="r"><code># this code chunk will not be evaluated
wf_soc &lt;- textmodel_wordfish(dfm_soc, dir = c(2, 1),
                             sparse = TRUE) # see github discussions
wf_terms &lt;- tibble(feature = wf_soc$features, beta = wf_soc$beta, 
                 psi = wf_soc$psi)
wf_groups &lt;- tibble(groups = wf_soc$docs, theta = wf_soc$theta,
                    theta_se = wf_soc$se.theta)

save(wf_soc, wf_terms,wf_groups,
     file = 'soc_journals_wordfish.RData')
save.image(compress = 'bzip2')</code></pre>
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<p>A priori, one can only assume what the single dimension modeled by wordfish will represent and after fitting the model, validation is necessary to understand what the estimated parameters actually capture. For this work, the a priori assumption was that the one dimensional scaling reveals a divide between qualitative and quantitative publications.</p>
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<pre class="r"><code># Reload libraries and data
library(tidyverse)
library(hrbrthemes)
library(quanteda)
library(ggrepel)
library(cowplot)
library(stargazer)
library(scales)
library(splines)
library(ggeffects)
library(texreg)
load('soc_journals_spacy.RData') # loads lemma
load('soc_journals_wordfish.RData') # loads scaling model</code></pre>
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<div id="understanding-the-latent-dimension" class="section level3">
<h3>Understanding the latent dimension</h3>
<p>Parameter distributions:</p>
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<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkAAAAJACAMAAABSRCkEAAADAFBMVEUAAAABAQECAgIDAwMEBAQFBQUGBgYHBwcICAgJCQkKCgoLCwsMDAwNDQ0ODg4PDw8QEBARERESEhITExMUFBQVFRUWFhYXFxcYGBgZGRkaGhobGxscHBwdHR0eHh4fHx8gICAhISEiIiIjIyMkJCQlJSUmJiYnJycoKCgpKSkqKiorKyssLCwtLS0uLi4vLy8wMDAxMTEyMjIzMzM0NDQ1NTU2NjY3Nzc4ODg5OTk6Ojo7Ozs8PDw9PT0+Pj4/Pz9AQEBBQUFCQkJDQ0NERERFRUVGRkZHR0dISEhJSUlKSkpLS0tMTExNTU1OTk5PT09QUFBRUVFSUlJTU1NUVFRVVVVWVlZXV1dYWFhZWVlaWlpbW1tcXFxdXV1eXl5fX19gYGBhYWFiYmJjY2NkZGRlZWVmZmZnZ2doaGhpaWlqampra2tsbGxtbW1ubm5vb29wcHBxcXFycnJzc3N0dHR1dXV2dnZ3d3d4eHh5eXl6enp7e3t8fHx9fX1+fn5/f3+AgICBgYGCgoKDg4OEhISFhYWGhoaHh4eIiIiJiYmKioqLi4uMjIyNjY2Ojo6Pj4+QkJCRkZGSkpKTk5OUlJSVlZWWlpaXl5eYmJiZmZmampqbm5ucnJydnZ2enp6fn5+goKChoaGioqKjo6OkpKSlpaWmpqanp6eoqKipqamqqqqrq6usrKytra2urq6vr6+wsLCxsbGysrKzs7O0tLS1tbW2tra3t7e4uLi5ubm6urq7u7u8vLy9vb2+vr6/v7/AwMDBwcHCwsLDw8PExMTFxcXGxsbHx8fIyMjJycnKysrLy8vMzMzNzc3Ozs7Pz8/Q0NDR0dHS0tLT09PU1NTV1dXW1tbX19fY2NjZ2dna2trb29vc3Nzd3d3e3t7f39/g4ODh4eHi4uLj4+Pk5OTl5eXm5ubn5+fo6Ojp6enq6urr6+vs7Ozt7e3u7u7v7+/w8PDx8fHy8vLz8/P09PT19fX29vb39/f4+Pj5+fn6+vr7+/v8/Pz9/f3+/v7////isF19AAAACXBIWXMAAA7DAAAOwwHHb6hkAAAgAElEQVR4nO2dCXwMZ//An1xySEhEXQ1CXXUrbR1JnT2UuIqoatV9VbVupa4/qs6WoikRqsWrXiqOV6Wk7sZNwiYk5CARIZLIIdc+/5nZmey9+0yenT2yv+/nY80883ueZ3b2m7me55lBGAAoQJZeAcC2AYEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoqgWK/HvpNOjtREsQwxTRrBNgUNAKVjDqcHjqfncoZmJGR8dxEqwTYEjQC3ZyEceFHrDePR5hqfQAbg0ag8NXMx9QbzEfCiFWjFqZyicU0a1NCk9lyNZfKKTLLS2kyU603VWYeMQJtTVef372Z+Zh3lvmIGxWZ+OMUbjPGplFwjyYzVc3xqRSZ7ydRZE5OpMicQrXFDGUm/XMUI1Bbp86r4nQKxFIUnMD+9+AlBY9oMlPVnFpAkTk9kyJz1jOKzDlUW8xQZtKdqqhD2JPdo+o2m3NRKPswewibclNYOuUy+5kspkBN0o2H6Ieq5ic0R6FnuapzxZd2hYQeTyPNnJ9DUfNLqi1GlZlH9DnQ7dFOtb+K5yajmZPo/EFZzFRMOHM6PSSJTbR3gaLHeiOOFosSiTLblUC5B0fXqTct/AuPUHaudGx4+palGP+amDj434zN07gQ+xbo6SjHmrMin+H82zuDPZyG3iLIbEcCbert2nQed5zaXZ1LiJ86cEEmxmMu4chxg+YqVseuBTpdu8raAiH1+To/x88eGc1sRwK1XRoj1Dxbb5A9C7TTpZPaYevlOh+v9caule1IoPWKP66kxYaC4rMpSKLJTFVzchZF5ofp3H/rHIZmaCy5/6nDGxcNZ854TFHzU6otZigz6d0pcoFkMnRRxvKTq6Ew+72M3+owVkchJ15zXZZnKLPdXMYHNVBcXSCvmYbC7PYQdtz5M51l5E11CLhvILMdHcLaZ2kklLXGM6QNuMr9b68CxVbtVaRnccSrVXfrz2wvAhWU4AIBPknZGs+wcohdC5TX4rVM/csHoc9z9S20F4HQFowE+CRlazzGcdPm27VAY9yuG4rY4v56tJ5F9iLQgxz8QIBPUrbGYzz36gJ7Fmg/2mQ45FYzjx26l9iLQAJy5fdVaUyNWoB5ge7nUZBCk5mq5oe5FJnTZL7vG8ufPhSNytS1IDODoubnVFvMUGbTX8ZjfCfgEj5dGzUWdtZKgUqn3BMEupdJwQOazFQ1Jz6jyJzc1+eO8ajvK70RoyP58SOKmtOptpihzKR9hcQI1Hlqfkn9MenzAvh5ZWv88TUY2/EhbBcKIwk7X7vmOe1UOzqEucXjk06p+J4HP69sjV80dPjwAcEH2UQ7FCinTney3I86VtqmlWhHAvn9jYe9h/HpWvy8sjU+OyMjY05kPptohwJNdyVpdWcp+BTN0Dw22JFA671erxyFrzWeJSQoW+OxHR/CYpxn6b3Jo8VKx6AX6il2JBCOPviQ2V47DG5r+xOoZ/1H5ALh/3q0e6iWYE8Cnf9lzWoWQzF2J9CfaN8zEQLhy7X9bqjO25FAkzwC+3AYCorLoOA+TWbL1PyoYaeMxIdiclx/3XO3ymxqSnmrZkij2mKGMktxGV+FpJOvve2BfnS8gkXtgTDO/sDpB+WcHe2BGml+VWVr/IVJQ2YpetrbmUDPfT/VHJVhnOIpaHyhMGNHAkUEn3n8nIWfV7bGPxl64UnYeC7RzgSa45YkXiCMf3IOFMb92JFALnpb41P/wTgziBvMaF8CpbizvcPFC4RPVa9zRjFlRwIlC8Ne+XnV1nhctGeuIohmbWxOoDE+bC+gcgiEkzo6L+VOVO1IIPxw3biBKUWHhFnVoc17+017xk3YlUB3nFay/5VHIFw0y7FTLLYrgcKrBi91lqW8uo6fVxUo++6Gr7nf4HYiBTKazFQ1x5Yr1we1uHxx8eXKvcfP9avYxPh75cqsIIFqixnKrK9/Lo1AjXZg7CrDJ/35eY2x8SPZvye72gNFOYRw/5drD8Tw4mvnemEv7GcP5CnjBJK58fPK1viT7H2NT2Vsoj0J1LOx4iEo5RWI2V/3Qa9tyC9vblsTqCcji6ssf2R3fl7ZGp886MyTfSO4zvZ2JNAJtEcxUX6BMD7/vkP1GTHG43RjWwLFt/Z807Gdd6v4soSy1vhzkwdPu8Ol2Y9A8vbt+H6fNALh/EuTq6J2KxPKldm2BMLyqNANYZcNb2r7Eeg/6Dg/RSdQDs7fHeSKWi8wsmV1YVMC3Zrdo3W7PssMjbLEdiRQcRPhUE4tEEPW74O9kN+Uv0U+6NGWBJrrGPjt5g0zWrosMxhmq89IFJ3je4f/CZOmeUZi0u+f1kS+Iw+JeVqjDT0jcYfbUcXELpfthuLsZQ+UW2tI2bQJ9kAKSs9+WQs1WkH8eDxb2gO9WdaRdXZLQ3H2ItASl7tl0yYTiKHkWLBrpeFRhJltSCD3o8LUX87ClLI7x+1pg2fYVXeOVM+pyhlTCsSuy4q6KCCcaIVsSCAUKUxFCnmU3TnyPwlPD53MJdqJQKO9M5QzJhaIbZluj1rsJGhNsCWBVhzmWaHdnSNlM3NSEGRHNxKvOq5RmTO5QAwRvVD9H17oXKSCDQnkqwKfpNadAyd/zP0GdiGQPKBxocqsFAJhfHmIo/dsI72IbUggHag9qb70273c/3bRGr8ebVedLWdrvAIDrfH/fFbZqWeIodZ622qNNyRQ6Zplivv69rAHyqoVpDYvzR6Iq2lDS+Q78aTeIRK2vQdS6c4hX7Oc/5L2INBkjwdq89IJxHB5Wm3k++l/NB8vqMC2BVJ258B7Fgl/JHYg0DnH79UTJBWIvb04ozFy6bEuXnuRbQuk7M6RMYwdo2Ynnerzm76hcZ9fYoFY4tZ2d0GtF9/WSLZtgZTdOU6w70wNspMeidMq3dRIMYNADM9/G+yBWn+foppm4wLposILdNzhO80k8wjEkLe3fyXHd3fllSVUQIEq+tj46Opd0jXTxI2N10Dk2Pi7K9ujKiOO8nO2NTaeiAq+ByrqUkP7BTxm2wMpuDOrNmq8lOuXVQH3QBVcoAnOkdqJZhYI45KjwW4OXTY9sXWBVF518Gd/vlNvxRZoDfpJR6rZBWLICu3u6PzB1rvGI/VjaYFUXnUQsuRjexDoV4cvdSVbQiCGR+s7OlTq97vRFle9WFoglVcdHC/91A4E2u00XOfzty0kEEPcgnbIfeifhcYjdWFpgdRa4+1AoFCnYN09hS0nEHMOFLe4Gao28Xx5cltaILXWeEEgW+1Ub7Qre+pMh6EpuheZplN9eVB0qj8xrgZqOPuq6Nxm7VRPKlBSCQVpNJmpan5cbCQgazCapy8mI4ei5twsisx5/BZ7eXiIm2PPXbnichva3KZ/Y6E2ag9XqOCHsMtNPX7Tu9CihzCBzE1vIu9JF8XktvQhTKU1voILVLDApaW+931hKxGIIWZ6DdRsOcmjUBVYWiBla7w8I2PEtYrbGh/eyHlOgYHl1iIQxkXhH7k6dP6BcFNYWiBla3wu1xrP9TWoeAKd7YYCbuhdymI9AjE839bLyaH9t+cJzoItLpAuKphApX8GomZ/GDlBsiqBGDJCB3oiz/cWH3tsOLdVClShXjh3bU5d1CY0w1jm5DSKmqV54dzjY3O6eiJUo+uEtYdi9eU29wvniHgg4sX3WjyiyUxVc2qBZkr+hUXtkfuwkwSZ0zMpas56RpE5x9AWy78eNuN9fweEvN8ateZ4qnaAoczmuIzXSYU4hCUdXRbki9yDdmQTZba2Q5gaedf2LBzS3AUh/8ErT6nXZfFDmLI1XjlluwLlpdw8tX/z4ol9W1ZGqHLgvL+In11o1QIpKLy+fWonN+TUauy2W2VHJ0sLpGyNV2mXtzGBcuNO/75u5qcftPJzVzyFv1rzd8es+COW9BSAwwYE4ii68tNnTR2QZ+BXO2+yAwctLZCyNV6lXd76Bcp6FHvpr72bln45rGszL9aZSn5v9R026/ttB/6JflSudm1bEYgj8/j/9fdDyKXFkG+3RD2lqFuBaVrjVdrlpReoKDMzLYHhxhWOmASec+zHTTbpckRExLF9+/aEhGxauXLxnDkTx48c8lGvXu3bv+bv4yG88KNq0y4Dv1gaduzWE7ZQqrc225RAHBkR68Z09GG2gleLD8euJn1HvC5M05iq0qwan63NB/5atG7L0bGbGp3aGqCJv38tb29HRI933RYBfQeo0WcABX37UWTuF0SRuT/Venes48BtjxgdvxmpVCYXSNfdmM+7EtKFNFAXnWkyB1Blfoci8zuBNJmpthifOUjXbSxz3AdStsartMtb/zmQTuzsEKbA0ifRytZ4lXZ5EEgkdiyQsjVemGIgu/WmhzzjIfqhq5lGoHzSh+nooricHZo5Sqi2GFVmHtO0xgtTgN1h8qYMwL4AgQAqTCaQYmiqrtYx6fm77OkyJezEFDNVq16fOb8wR9mzuc39pdUwlUCKoak6W8ek52VGRkb8Z+wpYc5AZvK50QwmQ1mfWb8wi/LZ3Ob+0mqYSiDF0FSdrWPmYcsB9vPxCPPVqF6f2b+w8tnc5v7SapjuHIgVSGfrmFnIGMldDSeMWDVqYarZalWpz9xfmEPxbG5zf2k1TCuQzsYNs7BDMWorblRk4o9TaO7piENZn7m/MAv/bG5zf2k1TCDQgaCgUGwxgRS1lwxXvrqiKLh8r48sX81CfWYVSFF12bO5sfm+tBYmECgnMZG9h8gKpLN1TFoUtUd/oZI05bL01ZbVLNRnti9cVrXy2dxlK2EBTHsI09k6Zg5+VbzAHceEM6eyQ5LMVa1KfWb+wljl2dzm/tJqmEggfmiqztYxc7DyIPv5a2Li4H8zNk8zW7VYqM/sX5i5bOCfzW3+L62GiQQShqZaqnVsTiT7yVQbOW7QXHPezuPrs0BzoPBsbgt8aVWgKQOgAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEMjK6KMYPPu+/og/fD95gHQ9srHnRo0w7p9hZH7PfJnqfKaVFciUPXoh+fqCQFbGjYiIvr0jIq7rj+j8RWLOFl0DR9UFYsK4f+oEydTnu4Zi3xWRp7a8MlNIYcp+WjOWeH1BIOtjwhiDi1se1LNAXSA2TDu0gbpAF2sWYd/DzMT2GqrJX00kWU8OEMj64ASK7+XZ6DBOctnjedLlsL/P9v31a+7nlrZB6CPmMLPyTYz/9n7Gx+Fjdav8Hy+QIoUNY/8JAXGdPQLu4vYIrcc/1HUP4HcxY6djhUCXUSGfzh4eb3q+JF1ZEMj6YAWStx4kC6v6MBUNPp+AJhZurjbm5eaG3NLnzX7NYX7kfL//4XdWCnEF1efEflGdE4hPYcPYf/ysvOX4S5+3w1noYkG014m7kwMVVTX5kxfoYDXMp7MCyX2In3gPAlkfrEBRnlkYB69LQ0dwGvoXJ6IonOigePRzi4Pcj7yt8z9++ULcqSrFuKgqJxCfwoax//jZKx4vceZHzzGS4YPNMc6P4orKRcmMQIeKi2VvjBPSuRP07ptIVxYEsj5YgUKZIxReOi4NpTACpeMM7p+iuxovUEnz+qFlcdvaMf+9zQnEpwgC8bM7WyvKZgRKqTz8JH8OnsjKwl6FoW5PhXROoKFLSFcWBLI+WIE2OLq6ujoPTEPPMfsvg//HwguE5zs+LYvb0JlZ0J0TiE8RBOJnf+qoKJsRCF/s6Vj/NDcX7cR8+K6/fIUboKhI58oeM1N7tXQDAlkfrEBh7WQMKQYEyn6ly+yyuJA3mAUdOIH4FEEgfvb3loqyEXcVljq6DjeIQ7EHOlxWM5sOeyCbhxXosjfzM6YUGRBowdC7nilC3AnPIvzCjROITxEE4mevueTgF2+ksgLdvoZxOuKeSqQ4B+IF4tM5gXrAOZANw12FtRoVe/LVg/oFelzlDh45WojLrTLr5ujaiqswRYogkDDb8pOocS0w9tqUHNbkbPz8RoqqGh9SCsSnK67CLpCuLAhkfSjuA3VzrbcK6xdoynCME9xu83H4QO0qSwZt4JbzKbxAwmxMB/dOdzCe6bq4dMYrHl2uKqoaO0MpEJ/OChQN94EAIi7U0vlWqOkTiEsAgeybwDAdic9qyXSk6gYEsm/u+D3TToTWeMBsgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAWVQLFfD/0mnZt6sfyjCTfJM5aIrKhYZLy8VOIKSuUSVyB2C0lfgR7ECLQ1XWMdRh1OD53PTa79Ie3EVOKNWvJURK0sySLj83MkriDrpcQVPBFpaOlDkRWkGw8hQoxAbZ06r4pTmb85CePCj54zU3nDCsRUCgIZpUIKhJ/sHlW32ZyLwncLX818TL3BfNya8cf4heRfwUoEkscf3Ray83JxOSoAgQREnwPdHu1U+6t4bnL3ZuZj3lnm40zw74+2T7GpQ1j6ln4+iMP361QQqNyIEyj34Og69aaFf+ERys4pBTo9grFieBKbmJRonAexBEGq3BYZH3/PSMDRPs6Obb/YGilLvL5nVOXKy8VWcDdBZAaxFYjdQg/uiMwgM7K8SAKBNvV2bTrvMqdOdfbzMHsIm8JefF2fyHx8cYO0IEvvgZ5+7lhvVWrZ7JPP0ACRexTYAwmIOoleGiPUPpv9jGZOovMHZbHzH+XhkmHEG8nCAp171Wt9oVrKjkrdXoiqAAQSECPQesWlVtJifr50bHj6lqUY/5qI5/6Y8dtkGzkH2lPprQdaaZW75ompAAQSIBdIJkMXZSw/uQpJ8VMHLsjEeMwlnD5n4FcpxEVZVKCdjkO07zkkn3L/kPSozwICCZALFNRAcdGCvGbSVmpJgQ45f6LjJmwyPuw8UsRvBgIJiDmEtc8yUaUWFOhG5Q913fRnKtiGviWvAAQSIBaooAQXCNBWajmBMhu00LmIrWAh2k5cAQgkQCwQ2oKRAG2lFhNI3r/KXb0VyD9zOUFaAQgkQCzDgxz8QIC2UosJtBntNVBBYY8qpLeyQCAB0XsTudh2Sh1YSqA4j88NVvC8Ze37ZBWAQAJiBLoTcAmfro0aXzcUlEbAowSSKBViRcYnJ+pKfdih7l3DFVx7teFNogoepIhcI7HfIF5kfGqcyAz3jCwn7V8kRqDOU/NL6o9JnxcgIo9OLLQHWu1wylgFsTVaEa0b7IEExAjkFo9POqXiex60lVpGoLvuk4xXcKNaW5KVA4EExAjk9zce9h7Gp2vRVmoRgeTd6uk/fVNWcNW3VZrxCkAgAVFtYV6vV47C1xrPoq3UIgL9go4QVXCjRmPjZ9IgkICoq7Dog8xqxuwQ26FcC0sIlOo9jLCC2Pq1rxmrAAQSECXQ+V/WrGahrdQSAg2p9pi0gketPQ3srDhAIAExAk3yCOzDISQoh/Uwl+8DrhIXZAGBDqNQ8gqyP3DaaLgCEEhAjEBVEtXnVYb1YLxyiDUL9KJeN4O/iEYFxZPQFwYHToFAAmIEaqTxsyiH9WAcN22+NQv0tWusuArWOfXNNRAPAgmIESgi+Mzj5yz8vHJYD8Zzry6wYoGuOC0RW8GfHm8bWEsQSECMQC4arfHKURk4agHmBcogID2RJEqFOJHxqSlqs2mtmz4SXcExn6YxeuOT00SukdhvcP+JuPgn98RWYGQ56dBnMQIlC+0kWgKVTrknCPSSgLzHJFEqPBAZn/VMbXal46lyVHC1ZmO99WbkiFwjsd8gtUBcfH6SyAoeGVlOugcUdRn/cN24gSlFh4RZ5bCe42swtt5DWGLl8eWqILb260/0xMMhTECMQOFVg5c6y1JeXcfPK4f1LBo6fPiA4IOkBZlZoD61MstXwe3qHfS0foBAAqKuwnZg7CrDJ/35eeWwnmzmoDknMp+0IPMKtA/tKW8FUZV76+7WAAIJiBHIU8YJJHMTEpTDerD1HsKy6vQufwXhTlN1poNAAmIE6skcrlxl+SO701ZqVoGmuBP0MtRbwVq0TVcyCCQgRqD41p5vOrbzbhVPW6k5BbrstIKqgs9co3SkgkACoq7C5FGhG8IuUzfGm1OgkvbNCw1FGq0g/416GdqpIJCACIFuze7Rul2fZYTdzg1hRoE2OvxDWcF9nw+0n7gIAgmQCzTXMfDbzRtmtHRZRl2p+QRKrTqSuoJwh+VaaSCQALFAO9yOKiZ2uRgcwFlCQOETkigVkkTG52bxE8HVUukrmO4cqZmUmSdyjcR+g8fF4uKLUkRWkGZkucnvRL9Z1pF1dktDcSTtMJK3hT3i28L+QGtNUEFqh9qxGknQFiZaIPejwtRfzqR59GGuQ1hB446ED4w2XEFitfc1yoFDmAD52PhIYSrSZsbGf+tMOlTZSAXhDv+nngACCZALtOIwzwpbESimEvH4EWMVzHb6S20eBBIglsFXBdpKzSNQScfXiB9bZ6yC4u6+CarzIJCARV62Yh6BDIxkFl/Bk/qtVBtoQSABE71s5fa0wTPIWzjMIlCMm/6RzOWo4Lrao81AIAEagZSjMvI/CU8PnUye0QwC5bdubKhXvPgKwp3GKH9UEEiARiDlqIyUzRjnBhE/+s4cAo1xvWziCkIcvi6bBoEEaARSHZXBbKKPrek50ZvQJpNXsBZ9LXxFEEiARiCVURnMN/hWz9PjdCC9QPucjXaDLkcFqx1G8+dBIJCAqQQqXbNMcbPWKl62ssO1W7wUFXzn1DWGm4CXrZhCIOWoDCxfs1zEOxSl3gPtde1O3D9bXAVHvF7nhrjCHkiARiDlqAy8Z5GYd3BKK1DxfIcB+objUFcQ/VqVfRgEUkIjkHJURsYwtnGX+L2vkgoU28lxYa50r7zM7Icm5oNAZVDdSCwblXEiiMXw8wtUkFCggkVu/qckfWeq/AfX5ldBIIEK1pQR3tB5+gupX7p7vbnLXKnf6gsCGUIqgZL6oa632AmJ39pcMMupxRkpKwCBDCONQPKfPGvuUmx3yV/7faqNw8eiRheAQKZEEoGSeqDPn/HT0r83Pm9T9UpjiU/6QCDTIoVAe71rKZ+MKb1AL3H2El/Hd38jbbAFgUyJ6QXKGYn6q4z/M4dAGOeFdEDuA7YR/XQgECkkIwJMPirjaH33Narzj1L0RZazAk2EURkX5rZxQK9P2G30C8GoDFNi4j1Q3gynDjK1FPPsgRSk7fykFnIJXHrJ4AAQ2AOZEtMK9F//Sks0mv7MKRCD/Nba3h7olU//q78PNghkSkwp0F+dUI/bmolmFojlZcT0xqjyx8f07PpBIFNiMoGyQ1qjNuHa6RYQiCVmYSPktyjFFBWAQIYwjUB5+4PdHd47omtLW0gg5mB2dqSb84Cj2rshEMiUmECg5J/7uqNmSxJ0BGMLCsTwbF0zVGdapMZZGQikC+WwHtXXrhiHUqD0g182R45vLdc69SnDkgIxnJ1QHVXuOnlV6L59+/aEhKxduTpk7YGzd4mHOWI7EUg5rEfttSsEGcspUNbdM7/OH9QAoTqf7jK4ASwsEPMNzy3r19gNaVCtbf9p6w9cIfnt7EIg5bAe1deuEEAoULbs9N4NC6d+NrjX2+3bNqzr48D9CAFTdsQZy2lxgRTkZDIo9ju3U64f3bZoZDd/9n0Rbq8FDvtq1c7/3Xik9/F7diGQcliP+gAfo3ACMVs3MSEh4eqVK6ciju/b91sIyw8rV65cOufr8UPe61DPnfXFsXrj9r369vls/NQ5y37YefTGM6OFs1iJQLoqKEk+t3v1tMFdGij2T1X83+gx6LPxM+ewTBw/dgjLJ+OnTl22JmTrPg5ms/y2b9+xiAtXZAkJaUon1bBJgZSjMlTGZ+Rka/Ohf5O2Spr716vqrbl314lXky79B7D0HiCOfkEiM4itIKg/fQU9W9RyJtoMunD39vX3b6HcqA3q+mvSmE3v0o1Fa3P06xbAJHdUZO2QpuM3I3ywkukFytTB5101CNBMMEJnkfHvBEpcQeA7Elcgdgt17VL++KA0Hb+ZOdrClMN6VAb4kGCZ98absgLoEy1gmmE9KgN8SACBjGIXAimH9QhThMhFDvvD2SLji0keLk5TwUsxw+DKU0GeSIHkYv9kxNyUMoRphvUIU4DdYZGmDKDiAAIBVNiGQOKeoCcacS155UDi9WdJG0D+vjZTYhMCiXyCnlhEtuSJR+L151g5BATSi8gn6IlFZEueeCRef5a4afNBIIOIeIKeWES25JUPCdefZe5VEa8cNSW2IpCYJ+iJRe1RfRIh5fozRC0Q885aU2L1Ah0ICgpVeYKeFJhBIEnXnyl+yj0QSA85iYmZIp+gJxaRLXnlQNr1x/j4GlFvzTYlVi8Qh7gn6IlFZEteOZB2/TFeNHT48AHBByWtQw82IZDIJ+iJRWRLnngkXn+Ms5ni50SKbWE0CTYhkMgn6IlG6pY8qdefAw5hgC0CAgFUgEAAFSAQQAUIBFABAgFUgEAAFSAQQAUIZAP0UYxGfZ84wwMkdD5KQ7r7Ocn8nvkiVKlpqK6FoxeSr9QJysQAABdJSURBVBsIZAPciIjo2zsi4jpxhpwtQtubIFCQ+lNIcddQ7Lsi8q95DufLkpQhT2uS3zUHgWyDCWPKl08QqIG6QBdrFmHfw8xEx+/K0lRCvppIXAEIZBtwAsX38mx0GCe57PE86XLY32f7/vo193NLa17EJe6rMH5vmyKEPYQdqVt17cAf09DJJm5T5O0RWo9/qOsewO9axk7HCoHeWScUy4VEtnVvcgTjm57EI29BINuAFUjeepAsrOrDVDT4fAKaWLi52piXmxtyS/ttwTdrDmOciFaEMALlV5t1e4DfxjTU+/R+l3NZ6GJBtNeJu5MDFcU1+ZMJPlT8Yp/3A6FYNqTYd3FcSNVsLPe5SLpiIJBtwAoU5ZmFcfC6NHSEOTL9ixNRFE504DqJLB+PQyc3xYlV/1WEMAJFeBbiZy6MQMeY49TPGMnwweYY50dxpeWiZEYg5rzcKaSsWDakJKaQSb+AcXfil6aDQLYBK1Dom8zE0nFpKIURKB1ncP+4fnB/v4kn72uU8993+RBGoJ0dmKm2jEBpGH+4hrUjpfLwk/y5dSJ7lea7/vK/Ya/+LBTLhuDIXn41Hf+H8dAlpCsGAtkGrEAbHF1dXZ0HsufF7L8M/h9DtkfxW/Efnf5mIR/CCLTxHSa920buJLrPas6Oiz0d65/mSot2wvw50O9+QrFsSLLrogdptRmBxswkXTEQyDZgBQprJ2NI0SEQbn6tFl627v1jfAgj0M9vMclvqAmEceroOtzgIsUeiBXoEirg87AhYU2ZMy032ANVQFiBLnszP3tKkS6BRn3dHR8dUSOTD2EEOuJdgjMqqQp0+xrG6Yh7DIziHIgVaLuXnM/DhoS8jXEEYgTqAedAFQzuKqzVqNiTrx7UJdDPtWfi1NpNhRBGoCyPpfeC65cJ5LUpOazJ2fj5jRTFNT6E2RuJp36pOVvIw4acd/v3So9WqwvlPhdIVwwEsg0U94G6udZbhXUJdB3txrjmSCGEvQ/02ys1tnYPEQSa6bq4dMYrHl34jtNjZ3BXYQ5+c18KedgQPNmr5ZXV7pHRcB8IYB+S99pRPQsv1DI4RmT6BOJqQKAKSr738nurfPQ++C4wzEDeZ7VkBpaqAwJVVP5u6d4mUu/SO34GHtkOrfGA2QCBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKEAigAgQCqACBACpAIIAKSQWSl4qILRFRsIhYqcrFxVAuixiBtqaLCGZ5mUUeW/CEPLbkKXlsUSp5LBbxBeUp0pSLk22rXDECtXXqvCpORDwIVI5yK7JA+MnuUXWbzbkoJ423vEA51w+uDwkJ2XtK9pIkHAQSXa7oc6Dbo51qfxWvmI79eug3irouTBoyK14r1rICPdz6yWsOSMDR/8O5fyQayWImgUoyM1MSZFfORRzcHbJm6Zwp4z8ewvDx+OlLtxy6eqv85RrEKgTKPTi6Tr1p4V94hLJzJaMOp4fOZ6eeDL3wJGy8VrgFBXq2saODQ6tJv/wTd5dZj/Tb/9v8ZS9fhGoErfgnV38u6QR6KTu6ZeG4/oGtGvpURqo4+9Rv1L599169erVv06Aqm+IbODk0muzyw8YE2tTbtem8y+zU7urs581JGBd+9JyZSv0H48wgrfN8iwl0c5Sb03uhj9lJ1XOgxP0zA9yR8xtTfo3TfRiWQqDimN/nvNvQiTGjRqseg8fPWrRyY8j2ffuOR1y4cjcxs0g9uDDp7A/zBzVEyKffxgTjZduYQG2XxggVzGY/w1czH1NvKJKK9szVymAhgS71dai1+CE/o3kSXRT1w7D6zA/03rz997Vymlig4pvbJ7/tjlDNwCk//XW3gKxg9ofOPPZNJyfUeqn2WYE6NibQesUmSFrMz+/ezHzMO8tN7+037ZlWBosIFNPfoeFW5SmzzquwtEML3q/OWNRjxq5o1f2m6QQquh46pRPjTsMh3x1/XK4fOvP3j9wd3tldaCjWpgSSydBFGctPrnyKqkDZdzd8zR0WHqqQlPCQmMS75LEp9/QuujnCqc7qRNV1iNUXenHrlz1qIuTaZvjyQ3GKJBHr8FCmb0H0viXDWrkgVO/DeXtuiy/3jkoVa9ujmvPj9MeWs1yjMOWS3nckFyioAX/a5zWTTznMHsKm3BQCRsZqZjH7Hqj4R2+vFflqSUbuA6X/tTK4mRNybDL0u6MptHugJ6d/ntqTcdK55Ser/1bdIZd/T3FluHP11XoPfja1B8K4vYYP0cxJdP4gNvHkD8zHpzLNDOYW6EIbh880fSG5kZh7YfP4tzwQqtZp4oYTiWQXQGoCFd45uGpMF+Yqz8G/z+xd17TuOdH80PEjnerv0xNrSwIVlOACAT6pdGx4+palGP+amDzozJN9I7T+UMwr0PMJjq3PaaUS34kukf1n/oeNmasl12YfTFi64/itxwZNUgiUFxO+fsr77DWWa6vB3/x2Rc8tArofOvo91OueBOXqRwqB0BZcdu9CSIufOnBBJsZjLuFzkwdPu6OVx6wCHajjsVrHgVtkU0ZhzMHVE3s39+LuPdZ4PXDAmNmrth2IvH4/U6WBMT815p/fF3095G3mcIVcGvf+cuNf9w3aRvtD/9fPfZ2uCmxJoAc5+IEAaR4zCvR4MHpX+7Icl7stLEd2+j8bF04a0r3Vq278n00lnxoNGWr4OHOzLvUDhs/7JSKB5GyT+ofOHu/QVccCWxJIQJ5DHms+gfZW9wnTfW/QBI2peSm3Tof/HvL98jkcy9ds/SMy+rGZ28KO1fY5IEW5OpFIoDsBl/Dp2qjxddIM5hIoYzAKeqQntsK0xj/50OErjfvWtiZQ56n5JfXHpM8LIM1gJoEO16q6Q29shREIy79zDtD4MjYmkFs8PumUiu95kGYwi0B5Exx6GNg4FUcgjCNr1LkoRblaSCSQ39942HsYn65lKCgnW8nT1GxiMpLJY5+nKKfPNXFbkWUg9tkD8nKzk8hDsxKkKTc73sCyO+1cN0tRriZMuaS9kUW1hXm9XjkKX2s8y1BQngrP0/OIef6QPPZFqjCVu9r19SiDsdlJ5OXmpZCH5t6Xptw8g+U+DUZf5khQrgZMuVIIhKMPPsQ4Zof19Eh8PgCNzzcYWqEOYWy1Kx0/zJagXHWkuow//8ua1Syk8VILdLVBlb3GYiuYQBgf8mpe1lPIxgSa5BHYh4M0g8QCbXdrZbyPf4UTCN/yrx4pRbkqSCRQFWNdijWRVKDCSWhEnvHYiicQfhLgslmKcpVIJFAjETehOaQUKD3A+UeS2AooEC4ci8YXSlBuGRIJFBF85vFzFiFBOSrj9rTBM8w6KuOWv+8potiKKBDGP7l0SZWiXB6JBHLRaI1XjsrI/yQ8PXSyVgbpBDqqciZpmIopEP6nRu0zNidQchoPP68clZHCHJNzg8zXH+h7p/dIi66gAuGUji5r5TYmEH64btzAlKJDwqzaqAyc/LHW/SGJBJLPQOOJHxVQUQXChV+g/mIGmluBQOFVg5c6y1JeXcfPq3aqx6XfKm7JJCUqSbibSExCLGnk3SCH6eTl3r9DHpsoExF72+LlbvKs818pyuXWV7Ph3xQCNdqBsasMn/TXIVDpmmXaN78l2QNl96j0KzxcgSOhrfNS4iexWMEeyFPGCSRz4+dVRmXI1yzX8U2kEOhxO68IeDoHz8OZjgGkN+esQKCeg7IYgfJHdufnlaMy8J5Fuv4SJBAooVGNK/B4F2W5EXWq/iZFucSIESi+teebju28Wwk3fJSjMjKG3c/IyDDD2Phbtf3vwvOBVMt9OggNe2480ioEwvKo0A1hl5UXW2WjMk4EsUg/sPCCTwt2zDsIpFpuqFe901KUS4YIgW7N7tG6XZ9lOsc+6MbUAh2v/DanDgikVm58R6d5xi+aLC7QXMfAbzdvmNHSZRlxFhML9EelXi+4CRBIvdzib506Gv27trRAO9yOKiZ2uWwnzWNagbY6DeLHDINAmuWe9vPeL0W5xiEW6M2yjqyzW5LmMalA3zuMFq70QCCtcp8GoWkGnwRjcYHcjwpTfzmT5jGhQPJZaEbZ2TsIpF2ufJVzZ31j42jKNQb52PhIYSrSYJ4MFdKSM4hJvW9oadpwh/nKufRE8nIfx5PHZhhcB3We3JWm3Iy48pZ76JUaR01XLukdbnKBVhzmWUGcx2R7oPx+TltVZmEPpLPch29XCpWiXIMQy+CrAmkeUwn0tLPbQdV5EEh3uQWfoel69xyWFqg8mEig+818zqglgED6yv3eMUjfU4ztV6ComvVvq6eAQHrLPeDRXs8XtluB9mtvEhBIf7nMn5v2k75MUK4+qARSdqrHf/bX0UfZBALJlzv219opg0AGyr3f1OesFOXqgUYgZad6HLLkY0kEygtGs7U7qoFAhsp92sld+1FUVimQslM9Pl76qRQCJbRx26UjGQQyWG5eP6ctUpSrExqB1DrVSyFQuE+9K7piQSDD5ZaMQwulKFcXNAKpdaoXBEpTIeVBGjEp8ZopyZMdut7WGfsogbzch3fJY9PukYemxkpTbppJyp2BhqfQlWv6J9UTClSiQl5mCTG5jzUS4t50WlykO7bwCXm5BQ/JY0vSyEOLk6UptyTJJOVudvowm6pc0mf40Aik9qoDUx/CQr3qndEdCYcwknIPebypvtQKD2EqnepNLVBqX/Sx/p6+IBBBuRdfaaB2Q8gKBVJ2qpdnZIy4ZrpO9fIwn+r/MRALApGUe6+Jd4QU5apDdSOxrFN9Ltep/rbm8nIKFNcTDTH4FUAgonKfdXfeJEW5alhfU0b+Ale/Pw3HgkBk5RaNQ+PK3hxkLwL9Ud9l5gsjsSAQabk/ubyVJEW5SqxMoMvvoJ4xxkJBIPJyz9bxPSJFuWVYlUAJwx2aGDl6cYBA5OWm93L4skCCcgWsSKBHkyu9spHoqSIgkIhyS1dWah4lQbk8JhdItW+2mE7110e7ec1+QBYLnepFlXvqdadJiRbvVF8eyPdA9ye7VZ5LvF+BPZC4cguXuNbdm2Q8Tmy5LFYh0KVhzt5ztR7NoB8QSGy5ce+j9iRPYBBbrjUIVLi7M/JbnW2S137rAARScLQp6hUpQbmWFujW9FdQ5z1FJnpvvA5AIJ7E35qhDr/qfQV9ecu1qEAJ37VB3pMVPdJAIB6pBErGpQfeQdWm/mvack3UqV6le70KhgQqOjOvNXLt9x/hTwIE4pFOIIZbU6sj/68ijO2HzN6pXqV7vSr6BMo++X8feCLvIb+pLAeBeCQViNkeR0e9gtx7Lv4r0zTlmqZTvUr3elW0Bcq4tHvBR40ckEf3xefUe3+AQDwSC8RQemnFu54I+QfNDTv3SGfPQ7N3qld/Zn0ZgkCJEX/88t30T3s1r4wQ8uky8Zdr2j1uQSAe6QViKbm5fWr3GszP4dowcKzWg4XM3qlepXe0rpfu+ghvaUEOdQIG6KZfHz0LdNGXPLT/hyLKFbMOUpXb24zldq/vzP4q0WZ66S6RQJkqpD9U/P95V+O8E0AQJCAmtotEsZ0rTLlBaZkaPMjMNEdThrJTvVr3eiVmeW+8EeAQJm25pulUr9a9XgkIJL5cexJI2alemNKg5KWOXHooJnj/qYDcyKu+VSnV97wcXYhYByzm/Z9iys02HmJN5ZqmU70wBdgdkjZlABUfEAigwnoE0v3iZxOg89lXtOhu/DMBkqythFvXagTS8+JnenQ/+4oSPY1/9EiythJuXesRSM+Ln+nR/ewrSvQ0/tEjydpKuHWtRyAWHS9+NgUS/CR6Gv9MgSQCsUizda1JIOHFz6ZGgp9E7dFIpkUqgSTaulYh0IGgoFA9L342QbkgEIvpt64CqxAoJzExU8+Ln+nLleQn0dP4ZwqkEUiCravAKgTi0P3iZ1MgwU+ip/HPFEgjkGRb12oE0vPiZ2r0PPuKEj2Nf9RIs7bSbV0rEkjPi5+p0fPsK1okavyTaG0l27pWJBBgm4BAABUgEEAFCARQAQIBVIBAABUgEEAFCARQAQJZjH99v+Onem7UG5SCXjxApP14+EjDGWR+nRSjhN9PQ3o6NI3WftuYXkAgS3Hcty6ZQDlbSJux2MggGTacoWvojYiIvr0jIq5rCMTk5Hlak/yeNQhkKfr93YdMIHHFNpAZXn6xJvsk5QljmA8NgVRyfjWRuD4QyFI8xpxAx+pW+T9eoB/qugcwf/pxnT0C7mIc2da9yRH+EJbscrKp9xSMj9Stunbgj2zsfYf99St/hfGdzq71Q4WsTGR7hNazhzBFupCPL5ll7HT2kxfoZBO3KXIc38uz0WHM5uQrxTc9iYeEgkCWgxWooPqc2C+qcwJFe524OzkQy1uOv/R5O1zsuzgupGq2QqA0FJzzwP18frVZtwf4ccHJ6OP8mCpHSpt+Hruz0hU+KxOZhS4WMP/x6Xw+fjGH4lUAvEC9T+93OSdvPUgWVvUhm5OvFMt9LpJ+CRDIcrACnapSjIuqck4cbI5xfhS+4vESZ370vCSmEGPfC4JAZzAO/CXCsxA/c+GCU9A/GA+bfNE9D+MBs/ms7K4Hydj/+HQ+H7+YJRdxY+R5gY5h3PHnKM8sjIPXsTn5SjHuvknfSmsCAlkOVqBt7ZiJtxVOVB5+kjn73dlasTSyl19Nx/8JAj1mwtfs7MCkt+UFYlK+Gbi9DTM9vx+fVSkQn87n4xezJCqu0HiB0jD+cE3om8z00nFsTr5SjIcuIf0SIJDlYAXa0JmZ6K44B7rY07H+afxTR24m2XXRg7TaZQIxp7t9Vm98h1nQjRcoB+NlvTZ0YqaX9+SzKgXi0/l8/GKWaCfuP+VJdJ/VGxxdXV2dB7I5+UoxHjOT9EuAQJaDFSjkDWaig3AVljq6jvz3ltxkWFOM5W7qAv38FrPgDeUeaO6g7ezual5/PqvKHkiRLgikWMzmU98DcUvD2skYUticfKWwB7INWIFOeBbhF26cE7evYZyOcq655OAXb6SGvI1xBFIX6Ih3Cc6oxAt0FON+0/91Y851+nzDZ1UKxKfz+fjFbD71cyBu6WVvxqmUIjYnXynGPeAcyOqJjOw4LvJ2bpVZN0fX5pwIa3I2fn4jjFt+EjWuBT7v9u+VHq1WJ6gKlOWx9F5wfV6g3jF/VvqntNnY+2Gud/isrEBem5LZqzBFurCP4UtmaXyI/VQVSN5qVOzJVw+yOflKC+U+F0i/BghkKbjmhGB8oHaVJYM2sAmlM17x6HIV45gO7p3uYDzZq+WV1e67VAXCv71SY2v3EDY4BR30rzwb4zudKjX8Q8jKCjTTdTF3H4hL5/MJJbOMncF+qgqE47u51luF2Zx8pZHRcB+oYvKEOY957Sg7JfoOtcCFWgRjM6ZPIC4PBLIh8r2X31vlw53LlFsgHBhmNORZLSPtISqAQLbE3y3d20RyU+UX6I7fM2Mh0BoPmA0QCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKkAggAoQCKACBAKoAIEAKv4fZYzk8Tr6HM0AAAAASUVORK5CYII=" /></p>
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<p>Term weights and fixed effects:</p>
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<pre class="r"><code>wf_terms %&gt;% arrange(beta) %&gt;% 
  DT::datatable()</code></pre>
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class=\"display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>feature<\/th>\n      <th>beta<\/th>\n      <th>psi<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"columnDefs":[{"className":"dt-right","targets":[2,3]},{"orderable":false,"targets":0}],"order":[],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
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<p>To understand which latent dimension is captured by the model, terms and their corresponding <span class="math inline">\(\beta\)</span> and <span class="math inline">\(\phi\)</span> values are examined. Visualizing and labeling all 2125 terms is not feasible, therefore the following plot shows estimates for every term, but only labels for several of them.</p>
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<pre class="r"><code># select terms to show in plot
to_show &lt;- c('qualitative', 'quantitative', 'n=', 'ols', 'probit',
            'kindergarten',  'theorise', 'foucault', 'analysis',
            'organization', 'interview', 'recognise', 'bourdieu',
            'theory',  'hypothesis', 'causal_effect', 'change',
            'regression', 'discourse',  'subjectivity', 'text',
            'knowledge', 'culture', 'radical', 'hispanic',
             'fix_effect', 'hegemony', 'unobserved', 'parent', 'man',
            'logit',     'nativity', 'full_time', 'sociology', 'politic',
            'social_theory', 'epistemology', 'marital', 'paternal',
            'migrant', 'cosmopolitanism', 'nonmarital', 'radical', 'protest',
            'black_woman', 'full_time', 'luhmann', 'social_movement',
            'feminist', 'mother', 'labor', 'work', 'public_policy',
            'survey', 'panel_study', 'relationship', 'matching',
            'family_structure', 'bourdieu', 'object', 'discursive',
            'discourse', 'intellectual', 'statistically_significant',
            'neoliberal', 'average', 'distribution', 'child', 'gender_role',
            'predict', 'income_dynamics', 'framing',  'multilevel',
            'ethnographic', 'logistic', 'civil_society', 'weber',
            'longitudinal_survey', 'ethnic', 'logistic', 'divorce', 'black',
            'cohabit', 'cohabitation', 'ground', 'woman', 'life_course')
p_terms &lt;- wf_terms %&gt;% 
  ggplot(aes(x = beta, y = psi)) +  
  geom_point(aes(color = beta)) + 
  scale_color_gradient2(low = '#fc8d62', high = '#66c2a5', mid = 'grey90') + 
  scale_y_continuous(expand = c(0.08,0.0),  breaks= pretty_breaks(n = 5),
                     limits = c(-10, -1)) + 
  scale_x_continuous(expand = c(0.08,0.00),
                     breaks= pretty_breaks(n = 6)) + 
  geom_text_repel(data = wf_terms %&gt;% filter(feature %in% to_show),
                                        aes(label = feature),
                  force = 1, direction = 'both',
                  size = 3,
                  arrow = arrow(length = unit(0.01, &quot;npc&quot;)),
                  segment.colour=&quot;grey10&quot;) + 
  guides('color' = &quot;none&quot;)+ theme_ipsum(axis_title_size  = 12,
                                        grid=&quot;XY&quot;) +
  labs(title = 'Generalist Sociology Journals: a Qualitative-Quantitative Divide?',
       subtitle = 'Unidimensional scaling of abstract texts (1995-2017)',
       x = 'Term Weight (higher = more quantitative methodology)', y = 'Term Fixed Effect (higher = more frequent terms)',
       caption = 'Weights position terms on the 1d scale. Terms with high fixed effects occur more frequently.')
p_terms</code></pre>
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" /></p>
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<pre class="r"><code> # ggsave('output/socsci_wordfish.png',
 #        plot = p_terms + labs(title = NULL, subtitle = NULL, caption = NULL),
 #        width =  9, height = 7, dpi = 300)</code></pre>
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<!-- rnb-text-begin -->
<p>The next plot shows the distribution of the abstract level scaling positions (theta):</p>
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<pre class="r"><code>mean_theta = mean(wf_groups$theta)
wf_groups %&gt;% ggplot(aes(theta, fill = theta)) +
  geom_histogram() +
  theme_ipsum(axis_title_size  = 12) +
  geom_vline(xintercept=mean_theta, linetype=2)</code></pre>
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<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo0MzIuNjMyOSwic2l6ZV9iZWhhdmlvciI6MCwid2lkdGgiOjcwMH0= -->
<p><img src="data:image/png;base64,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" /></p>
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<pre class="r"><code># ggsave('output/socsci_theta_hist.png',
#        width =  8, height = 6, dpi = 300)</code></pre>
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<p>For further validation the following tables include abstracts with the most extrem positions (<span class="math inline">\(\theta\)</span>) on the 1d scale. While these do not represent “average publications”, inspecting them is very useful for making sense of the scaling model.</p>
<p>First, publications with low theta values, e.g. including rather orange than green terms from the plot above:</p>
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<pre class="r"><code>df %&gt;% bind_cols(wf_groups) %&gt;% arrange(theta) %&gt;% 
  distinct(title, .keep_all = TRUE) %&gt;% head(50) %&gt;% 
  mutate(authors =  authors %&gt;% map_chr( ~ str_c(.x, collapse = ', '))) %&gt;% 
  select(theta, title, source, authors, year, abstract) %&gt;% 
  mutate(theta = round(theta, 2)) %&gt;% 
    DT::datatable(  options = list(
      lengthMenu = c(1, 2, 5)))</code></pre>
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An assessment of Pierre Bourdieu's sociology","Framing the abortion debate: Organizational resources, media strategies, and movement-countermovement dynamics","From the New Ecological Paradigm to Total Liberation: The Emergence of a Social Movement Frame","Iconoclastic Dreams: Interpreting Art in the DREAMers Movement","On the Sociology of Human Rights: Theorising the Language-structure of Rights","THE LEAGUE OF NATIONS AND THE IRISH QUESTION: Master Frames, Cycles of Protest, and “Master Frame Alignment”","Paradoxes of transnational civil societies under neoliberalism: The coalition for justice in the maquiladoras","Social Movement Audiences","Social movement communities and cycles of protest: The emergence and maintenance of a local women's movement","Event Coalitions in the Pittsburgh G20 Protests","Master framing and cross-movement networking in contemporary social movements","Becoming Sociological: Disciplinarity and a Sense of ‘Home’","Race and gender discourse strategies: Creating solidarity and framing the civil rights movement","Social Movements in China: Augmenting Mainstream Theory with Guanxi","Sociology and Neoliberalism: A Missing History","The discourse of demobilization: Shifts in activist priorities and the framing of political opportunities in a peasant land struggle","Constructivist analysis and movement organizations: Conceptual clarifications","Rethinking the postmodern perspective: Excavating the Kantian system to rebuild social theory","Tactical Innovation in Social Movements: The Effects of Peripheral and Multi-Issue Protest","Nominal Openness and Epistemic Endogamy in ‘Global’ and ‘Provincialized’ Sociologies","Framing processes and social movements: An overview and assessment","Sociological imaginings and imagining sociology: Bodies, auto/biographies and other mysteries","Closing the \"great divide\": New social theory on society and nature","Overcoming a collective action frame in the remaking of an antinuclear opposition","Crossing movement boundaries: Factors that facilitate coalition protest by American college students, 1930-1990","Abstract and engaged critique in sociology: On football hooliganism","Human rights and minority activism in Japan: Transformation of movement actorhood and local-global feedback loop","A retrospective on the civil rights movement: Political and intellectual landmarks","Beyond the prison-house of language: Discourse as a sociological concept","Social movement insiders: The impact of institutional activists on affirmative action and comparable worth policies","Political opportunity, community identity, and the emergence of a local anti-expressway movement","Zygmunt Bauman: Personal reflections within the mainstream of modernity","A repertoire of interpretations: Master frames and ideological continuity in U.S. Agrarian mobilization","What has become of critique? Reassembling sociology after Latour","Secularization, moral regulation and the mass media","NEW SOCIAL MOVEMENT THEORIES","Olympic and world sport: Making transnational society?","Exploring the notion of experience in feminist thought","Exploring the Notion of Experience in Feminist Thought","Object-oriented sociology and organizing in the face of emergency: Bruno Latour, Graham Harman and the material turn","Contested Cosmopolitanisms: Global Meetings and Local Mobilizations","Redressing past human rights violations: global dimensions of contemporary social movements"],["american journal of sociology","sociological quarterly","british journal of sociology","social forces","british journal of sociology","social problems","sociological forum","sociology","british journal of sociology","sociological quarterly","sociological quarterly","sociological quarterly","sociology","sociological quarterly","social problems","sociological forum","social problems","sociological quarterly","sociological quarterly","sociology","social problems","sociology","sociology","sociological quarterly","acta sociologica","sociological quarterly","american sociological review","sociology","annual review of sociology","sociology","annual review of sociology","sociological forum","social problems","british journal of sociology","american journal of sociology","annual review of sociology","british journal of sociology","social problems","social problems","british journal of sociology","sociological quarterly","british journal of sociology","british journal of sociology","sociological quarterly","british journal of sociology","acta sociologica","acta sociologica","british journal of sociology","sociological forum","social forces"],["Steinberg M.W.","Noakes J.A.","Tester K.","Shriver T.E., Adams A.E., Cable S.","Vitellone N.","Croteau D., Hicks L.","Mayer B., Brown P., Morello-Frosch R.","Claeys P.","Schinkel W.","Rohlinger D.A.","Pellow D.N., Brehm H.N.","Villarrubia-Mendoza J., Vélez-Vélez R.","O'Byrne D.","Swart W.J.","Bandy J.","Blee K., Mcdowell A.","Staggenborg S.","Staggenborg S.","Carroll W.K., Ratner R.S.","Burton S.","Platt G.M., Fraser M.R.","Qi X.","Gane N.","Kowalchuk L.","Hjelmar U.","Roberts M.","Wang D.J., Soule S.A.","Zavala Pelayo E.","Benford R.D., Snow D.A.","Morgan D.","Goldman M., Schurman R.A.","Adair S.","Van Dyke N.","King A.","Tsutsui K.","Morris A.D.","Chalaby J.K.","Santoro W.A., McGuire G.M.","Gotham K.F.","Best S.","Mooney P.H., Hunt S.A.","Mills T.","Thompson K., Sharma A.","Buechler S.M.","Giulianotti R., Brownell S.","Mulinari D., Sandell K.","Mulinari D., Sandell K.","Pierides D., Woodman D.","Kutz-Flamenbaum R.V., Duncan B.","Tsutsui K."],[1999,2000,1999,2013,2015,2003,2010,2012,2015,2002,2015,2017,2012,1995,2004,2012,1998,2015,1996,2016,1998,2017,2014,2005,1996,2000,2016,2015,2000,1998,2000,1996,2003,2001,2017,1999,1996,1997,1999,1998,1996,2017,1998,1995,2012,1999,1999,2012,2015,2006],["This article offers a critique of framing perspectives on collective action discourse and an alternative dialogic approach. The argument set forth is that the latter sees collective action discourse as a joint product of actors' agency and discourse dynamics, including its multivocal nature. Such discourse is a joint product of challengers' rational actions and the constraints of the discursive field. Challengers seek to appropriate and subvert the dominant discourses that legitimate power, creating discursive repertoires. To illustrate this, the contentious actions of English cotton spinners in the 1820s and 1830s are analyzed. The spinners produced a discursive repertoire drawing on mill owners' dominant discourses.","Social movement researchers acknowledge that frames promoted by state managers compete in intense framing contests with collective action frames promoted by social movement entrepeneurs. But they have not analyzed the construction and promotion of these \"official frames.\" The FBI framing of the communist threat in Hollywood during the 1940s is examined and the limits of the countersubversive anticommunist master frame are explored. State agencies are established as signifying agents, and the construction and promotion of official frames is compared to similar processes for collective action frames.","This paper seeks to refute Alasdair MacIntyre's contention that the sociology of Max Weber is emotivist. MacIntyre understands emotivism to involve the collapse of all moral judgment into statements of personal preference. It is shown that Weber's sociology analyses this condition and seeks to repudiate it. In no way does Weber embrace emotivism. MacIntyre misses Weber's repudiation because he misreads Weber's sociological project. The paper shows that MacIntyre's reading of Weber can be refuted if attention is paid to the 'Politics as a Vocation' lecture.","Extant research on social movements has highlighted activists' discursive tactics to challenge the state, yet little analytical attention focuses on elite efforts to dominate the discourse arena through the deployment of oppositional frames. This paper analyzes elite oppositional framing surrounding the placement of a highway bypass in the Czech Republic. Our research examines how democratic states deploy oppositional frames and enlist elite countermovement support for their efforts to obstruct challenges. Using a range of data sources, we delineate the mechanisms used by these elite actors to vilify and stigmatize environmental activists, paving the way for more violent forms of public harassment. The concept we initiate, discursive obstruction, adds the critical dimension of power relations to analyses of both framing processes and discursive opportunity structures. We conclude by discussing the implications of our results for social movement research. ","In this article I consider the impact of social epistemologies for understanding the object of the syringe. My aim is to examine the process through which the syringe transforms from an injecting device to a tool of social and political inquiry. Paying particular attention to the uses of Foucault, Becker, Bourdieu, Freud and Latour in empirical studies of injecting heroin use, I examine the sociology of the syringe through the lens of habit and habitus, discourse and deviance, mourning and melancholia, attachment and agencement. In pursuing the theory behind the object my goal is to address a sociological object in the making. In so doing I show how the syringe has been significant for social research, social theory, and sociology. It is the difference the object makes that this article seeks to describe. In tracing the epistemology of the syringe I show how the object is important not just for knowledge of addiction but sociology itself. ","This article examines framing processes in a coalition context. We argue that, if they are to avoid debilitating frame disputes, coalitions seeking social change face the unique task of developing a \"consonant frame pyramid,\" which aligns coalition, organizational, and individual frames. We show the usefulness of these concepts for understanding framing through analysis of a local coalition formed to better meet the needs of the homeless. Using information gathered via interviews, participant observation, and documents, we describe several of the organizational frames that were contending for adoption as the larger coalition's frame, and detail two of the frame disputes that developed. We explore the source of these frame disputes and the factors that influenced the emerging coalition frame. We contend that organizations vary in their ability to promote a coalition frame due to varying degrees of power, different organizational structures, and varying degrees of \"fit\" between organizational frames and the existing political opportunities and constraints. These findings reveal coalition frames as the emergent products of ongoing intra- and inter-organizational dynamics, and help specify framing's links to mobilizing structures and political opportunity.","This article examines the formation of a cross-movement coalition between elements of the labor and environmental movements in New Jersey. We explain the successful formation and initial political campaign of the New Jersey Work Environment Council with an expansion of the theoretical perspective of frame analysis. We propose a model of a coalition collective action frame that offers several important insights into the active role coalition actors play in the construction of a common frame uniting union and environmental activists. Using qualitative data gathered from interviews, observations, and document analyses of two major campaigns, we argue that the coalition frame allowed new political opportunities to be created, leading to the establishment of the most sweeping right-to-know laws in the United States. We conclude the discussion of coalition framing by examining political constraints on the framing possibilities of coalitions, specifically by exploring how the discursive shift from the right to know to the right to act failed to expand the influence of the cross-movement coalition as originally expected by its members. ","This article analyses the creation of new human rights by a contemporary transnational agrarian movement, Vía Campesina. It makes the case that the movement's assertion of new rights contributes to shaping a cosmopolitan, multicultural, and anti-hegemonic conception of human rights. It discusses the advantages and constraints of the human rights framework and analyses the creation of new rights by the movement as a way to overcome the limitations of the 'rights master frame'. It concludes with a discussion of some of the challenges involved in the institutionalization of new rights. ","This paper provides an assessment of Pierre Bourdieu's sociology based on a reading of his posthumously published lectures on the state in Sur l'État. It argues that the state was a foundational element in Bourdieu's rendition of the symbolic order of everyday life. As such, the state becomes equally pivotal in Bourdieu's sociology, the applicability of which rests on the existence of the state, which stabilizes the social fields and their symbolic action that constitute the object of sociology. The state, which Bourdieu considers a 'meta'-ordering principle in social life, ensures that sociology has a well-ordered object of study, vis-à-vis which it can posit itself as 'meta-meta'. The state thus functions as an epistemic guarantee in Bourdieu's sociology. A critical analysis of Bourdieu's sociology of the state offers the chance of a more fundamental overall assessment of Bourdieu's conception of sociology that has relevance for any critical sociological perspective that rests on the assumption of a meta-social entity, such as the state in Bourdieu's work, as a final ordering instance. ","This study examines how ideologically opposed social movement organizations, the National Organization for Women (NOW) and Concerned Women for America (CWA), get media coverage during critical moments of the abortion debate. I analyze how organizational structure and identity facilitate or constrain a social movement organization's ability to get mainstream media coverage. Specifically, I use the social movement framing literature to analyze how the organizations strategically construct media frames and packages in response to opposition, the tactics they use to get media coverage, and the relative success of each organization's efforts in mass media outlets. The analysis suggests that an organization's media strategy matters, but that organizational structure and organizational identity color these strategies.","Drawing on theories of social movements and environmental sociology, this article considers a frame transformation that is taking place within ecological social movements. This transformation produced a new frame: \"total liberation.\" We explore this phenomenon by analyzing interviews with activists, fieldwork observations, and documents from radical environmental and animal rights movement networks in the United States. Beyond introducing the total liberation frame, the article expands current understandings of how and why frame transformations occur through a consideration of how multiple frames, as well as intra- and intermovement tensions and influences, shape frame transformation. Copyright ","Given the prominent role art has played historically as a means of collective action, resistance, and representation, we seek to examine the role of art within the DREAMers Movement. We are interested in what iconographic features operated in the art produced and their function in the mobilization process. It is at the intersection of art and social protest that activists and social movement organizers struggle with the articulation of coherent and cohesive representations. While at first glance our findings reiterate the significance of art in the construction of representation, we argue for the recognition of art as a visual dialogue and producer of language. More specifically, we maintain that art representations in social movements are a complex composition of both identity and context. ","This article defends the claim that human rights is a legitimate subject of inquiry for sociologists, and proceeds to present the case for a particular application of sociological theory to the understanding of gross human rights violations. Sociology, it claims, is equipped to study the dynamics of social institutions - socially constructed language-structures within which social action is framed - and since the mid-20th century, human rights has become such an institution. The article advocates an intellectual project for the sociology of rights, drawing on a diverse range of sources, that recognises how human rights abuses are made possible when the very concept of the 'human' is subtly redefined through these language-structures. ","This article builds on theoretical work in the social movements literature that uses “master frames” (Snow and Benford 1992) to account for the cyclical clustering of social movement activity within certain historical periods. I identify “master frame alignment” as the dynamic process by which social movement actors rhetorically transform the master frames within a cycle of protest to make them resonate more clearly with a movement's unique social and historical situation. Just as frame alignment processes serve to link a movement organization's activities, goals, and ideology with those of a potential group of adherents, master frame alignment processes link the activities, goals, and ideology of a movement organization with those espoused within the broader symbolic atmosphere of the social movement. I present historical data from Irish newspapers and political documents to show how the Irish Sinn Féin movement, seeking self‐determination during the early twentieth century, rhetorically reconstructed the master frames generated by the League of Nations in order to better exploit this particular window of political opportunity. Copyright ","A variety of social movements are coalescing into transnational networks that oppose the polarizing in equalities, unaccountable corporate power, and declining social and environmental health of free trade. In the process of sharing grievances and resources, many movements are forging cross-border networks and shaping the beginnings of transnational civil societies. This research discusses one network and its efforts to build a transnational civil society, the Coalition for Justice in the Maquiladoras (CJM), a coalition endeavoring to reform exploitative labor relations in Mexico's export processing sector. Using thirty extended interviews, movement documents, and notes from participant observation from 1996 to 2002, the research analyzes the problems and possibilities of transnational movement coalitions as they struggle for reform. Borrowing from scholarship on transnational social movements and coalition building, this research makes two contributions. First, liberal capitalism paradoxically both enables the growth and limits the power of democratic development in transnational civil societies, like national civil societies before it. Second, despite the fact that the CJM has yet to overcome internal disunity and external forces of social control, it shows how coalition building creates transnational cultures of solidarity that inspire movement networks to survive and explore new opportunities for social change.","Audiences are important to social movements, but the relationships between social movements and their audiences are not well understood. This article uses scholarship from performance studies, especially ideas of audiences as constructed, meaningful, and influenced/influential, to explore two issues. First, how do social movements define their audiences? Second, how are social movement actions toward their audiences shaped by these definitions? Analysis of longitudinal data on two social movement groups in Pittsburgh from 2003 to 2007 shows that social movements variously interpret the nature and role of their audiences and that these interpretations affect their strategies and goals, sometimes quite radically. The conclusion explores how attention to audiences can augment scholarship on the relational, iterative, interpretive, and reflexive aspects of social movements. ","Social movement theorists have argued that multiple movements emerge during cycles of protest in response to political opportunities. This article develops the concept of a \"social movement community\" and contends that the culture and community of a protest cycle, rather than political opportunities, attract many participants and provide organizational and tactical opportunities for new movements. I examine historical changes in the local women 's movement community in Bloomington, Indiana, to explain how some movements are able to endure, and even thrive, after the decline of a protest cycle: their individual movement communities sustain activists and sometimes partially recreate the atmosphere of a protest cycle.","Protests at events such as the 2009 Group of Twenty (G20) Summit in Pittsburgh frequently require activists to engage in some type of coalition work. This article examines two event coalitions created to organize the Pittsburgh G20 protests: the Pittsburgh G20 Resistance Project (PGRP), consisting of local anti-authoritarians, and a loose alliance of individuals and organizations brought together by the Thomas Merton Center (TMC), a local peace and justice movement center. I show how the organizational structure and early decisions of the PGRP made it more effective than the TMC alliance and how those choices were affected by preexisting network structures, social movement organizations, ideological alignments, and relationships in the local movement community. The experiences of activists in event coalitions, both positive and negative, then affect the shape of the movement community and subsequent coalitions and campaigns. ","This article maps the network of cross-movement activism in Greater Vancouver, British Columbia, and explores the relationship between position in the network and cognitive use of different injustice frames. The study is informed by a neo-Gramscian analysis that views social movements as (potential) agencies of counterhegemony. Viewed as a political project of mobilizing broad, diverse opposition to entrenched economic, political, and cultural power, counterhegemony entails a tendential movement toward comprehensive critiques of domination and toward comprehensive networks of activism. We find that the use of a broadly resonant master frame - the political-economy account of injustice - is associated with the practice of cross-movement activism. Activists whose social movement organization (SMO) memberships put them in touch with activists from other movements tend to frame injustice as materially grounded, structural, and susceptible to transformation through concerted collective action. Moreover, the movements in which political-economy framing especially predominates - labor, peace, feminism, and the urban/antipoverty sector - tend not only to supply most of the cross-movement ties but to be tied to each other as well, suggesting that a political-economy framing of injustice provides a common language in which activists from different movements can communicate and perhaps find common ground.","This short reflective piece uses the concept of ‘home’ to explore sociology as an intellectual and disciplinary pursuit. Drawing on autobiographical reflections and ethnographic study of sociology writing, I consider some of the trajectories of academics into sociology and what these tell us about the discipline itself. In light of increasing incursions by audit culture and marketisation of academia, Holmwood has drawn attention to a lack of clear internal identity as being ‘sociology’s misfortune’ – that sociology loses out, and is weakened by lacking theories and methodologies specific to the discipline. This essay takes a more optimistic view of sociology’s position, and instead argues that it is this very ambiguity which keeps the discipline a lively and vital space for explorations of the social. ","Using a sociolinguistic analysis of correspondence, this essay examines letters sent to Dr. Martin Luther King, Jr. by supporters and participants in the Civil Rights movement. In the letters, writers employ discourse strategies to construct their experiences of the movement and formulate themselves as supporters and participants. They also formulate their solidarity and framings of the movement. Correspondents ' race, gender, and circumstances influence the ways they create solidarity with, and frame the movement. These findings indicate that Civil Rights movement supporters and participants held both private and shared conceptions of the movement. The implications of these findings for movement theory are discussed.","An extensive literature on social movements points to the role of social networks in movement recruitment and development. It is anomalous, therefore, that treatments of Chinese social movements seldom acknowledge the importance of guanxi networks. Theories of social movements are typically constructed on the basis of US and European cases and draw upon the intellectual formations of these regions. Through an examination of social movements in contemporary China it is shown that guanxi is not only relevant to the operation of social movements but to our understanding of how social movements are formed and also how they are suppressed and undermined by the state. It will be shown that by theorising social movements in China in terms of guanxi there is scope to augment social network approaches to social movements. ","This article argues that neoliberal thought initially positioned itself in relation to classical sociology by developing an economic epistemology in response, on one hand, to Max Weber’s methodological writings, and, on the other, to the positivist sociology of figures such as Auguste Comte. These points of contact between early sociological and neoliberalism are addressed in detail in order to consider the challenges that the latter poses to sociological thought. It is argued that because the neoliberal project developed out of an epistemological and political critique of classical ideas of the ‘social’, this places sociology in a position of strength to advance a critical response to the intellectual basis of neoliberalism. ","This paper integrates the political opportunity and framing paradigms to analyze the discursive processes that were involved in the demobilization of a peasant land struggle in El Salvador. The framing paradigm provides a basis for analyzing how activist rhetoric shapes interpretations of opportunities and grievances among social movement participants to alter the goals and intensity of grassroots protest. As the land struggle demonstrates, leaders communicating with grassroots participants in a process of struggle may, over time, underemphasize shifts occurring in some dimensions of political opportunities, while framing more stable dimensions as having changed. They may also alter their framing of grievances. ","From the 1980s onwards a constructivist viewpoint has developed within the sociology of social movements. This new position is characterized by a multitude of different and partly contradictory meanings. Further discussion of some of the key issues within this perspective is needed in order to understand more precisely how social movements and movement organizations are constructed. Two basic elements of constructivist analysis are proposed: the capacity of movement organizations to construct a powerful identity and effective strategies, and the given opportunities in society to defend or advance the ideology of the movement organizations. The conclusion is that such a conceptual framework could further our understanding of the internal and external factors which produce what we know as movement organizations.","The postmodernism debate in the social sciences has been misunderstood as primarily an epistemological problem concerning method. The evolution of the postmodernism debate into the science wars has raised the same issues. Critics blame postmodernism and science studies for epistemological relativism and hostility toward science, while supporters attempt to use postmodernism as a part of a project to replace positivism with interpretive methods. Both critics and supporters of postmodernism miss the most important aspect of the postmodern perspective: the attempt to break out of epistemology and the Kantian conceptual framework. Critics of postmodernism and science studies also mistakenly argue that postmodernism is the sole creation of the humanities. Many of the key concepts of the postmodern perspective, however, were developed through reflections on novel developments in the natural sciences. Because critics and supporters of postmodernism in the social sciences remain within a Kantian conceptual framework, the postmodern break from epistemology has been overlooked. A close reading of reflexive texts on the natural sciences rules out any claim that the postmodern perspective is simply a relativistic methodology that dislikes science. The pages below focus on key texts by Gaston Bachelard, Georges Canguilhem, Michel Foucault and Bruno Latour as an attempt to re-orient the postmodernism debate in the social sciences. A reexamination of these texts reveals how the postmodernism debate in the social sciences has mistakenly understood postmodernism as a problem of method and epistemology. Science studies represents the maturation of the postmodern perspective by building a non-epistemologically oriented social theory. The possibility of rebuilding social theory after the dismantling of epistemology is the unique hallmark of science studies, the most recent development of the postmodern perspective.","Social movement researchers argue that tactical innovation occurs as a response to changes external to movements, such as police repression and shifts in political authority, or is due to internal movement processes, such as the characteristics of movement organizations and actors. In this study, we locate the roots of tactical innovation in the multiplicity of movement claims articulated at protest events. With data on more than 23,000 protest events that took place in the United States between 1960 and 1995, we develop novel measures of two forms of tactical innovation and the relationships between protest event claims. Our results show that multi-issue protest events are more likely to use novel recombinations of tactics, and protest events with more peripheral movement claims tend to introduce new protest tactics. Our approach brings together work on social movement dynamics, innovation, and field theoretic approaches to theorize about the relationship between the tools and content of activism. ","Calls for global and provincialized sociologies have emerged in the last decade as thoughtful projects in contemporary sociology. In this article, I criticize the rhetorical nature and epistemic endogamy of some of those calls through case studies of sociologies in Mexico and their institutional and epistemic complexity. Avoiding reductionisms, I will characterize sociologies in Mexico as both central (mainly Westernized) and (semi)peripheral. From a critical stance, I will argue that the latter are constructed upon teleological, prescriptive and pragmatic-theory logics and constitute epistemologically legitimate (professional) sociologies, given their logics’ internal cognitive affinity and the consistency these logics present in relation to external ideological structures and socio-political discourses. I will then make explicit some of the theoretical and disciplinary challenges these overlooked professional sociologies bring to the fore. I conclude by suggesting a postcolonial theoretical-methodological strategy to address such challenges. ","The recent proliferation of scholarship on collective action frames and framing processes in relation to social movements indicates that framing processes have come to be regarded, alongside resource mobilization and political opportunity processes, as a central dynamic in understanding the character and course of social movements. This review examines the analytic utility of the framing literature for understanding social movement dynamics. We first review how collective action frames have been conceptualized, including their characteristic and variable features. We then examine the literature related to framing dynamics and processes. Next we review the literature regarding various contextual factors that constrain and facilitate framing processes. We conclude with an elaboration of the consequences of framing processes for other movement processes and outcomes. We seek throughout to provide clarification of the linkages between framing concepts/processes and other conceptual and theoretical formulations relevant to social movements, such as schemas and ideology. Copyright ","This paper seeks to explore sociology as an imaginative pursuit. After a brief reconsideration of Mills's notion of 'the sociological imagination' I examine three areas illustrating the various imaginations within the discipline: the work of Robert K. Merton; ethnomethodology; and the diversities of feminist scholarship. Two particular case studies are explored: the sociology of the body and the use of auto/biographical studies in sociology. I conclude with some suggestions for the encouragement of imaginative thought within the discipline.","Twenty years ago, two environmental sociologists made a bold call for a paradigmatic shift in the discipline of sociology - namely, one that would bring nature into the center of sociological inquiry and recognize the inseparability of nature and society. In this essay, we review recent scholarship that seeks to meet this challenge. The respective strands of this literature come from the margins of environmental sociology and border on other arenas of social theory production, including neo-Marxism, political ecology, materialist feminism, and social studies of science. Bringing together scholars from sociology, anthropology, geography, and history, each of these strands offers what we consider the most innovative new work trying to move sociology beyond the nature/society divide. Copyright ","Recent research on social movements considers collective action frames and collective identities to be resources or achievements of social movement activity because they symbolicly link individuals to a collective cause. This paper maintains that a collective action frame operates at a sociocultural level and can be redefined by groups external to a movement. Nuclear power proponents worked to suppress the first cycle of protest against nuclear plants by redefining the movements' collective identity, such that individuals were unable to recognize movement organizations as representative of their interests. Citizens within the Ten Mile Radius, a group opposed to the licensing of the Seabrook nuclear power plant, initiated a second cycle of protest by overcoming the collective action frame imposed on the movement. This case suggests that the articulation and the representation of dissent is constrained due to the inability of social movement groups to retain control over their own collective identity.","Staging events with a large number of participants is a central means by which collective action movements exercise power. Creating broad coalitions that cut across movement boundaries is one way to mobilize these large numbers. In spite of this fact, most studies of social movement coalitions focus on individual movements, analyzing them in isolation. This article explores the conditions under which organizations form alliances across movement boundaries, and examines whether these cross-movement coalition events are facilitated by the same factors that inspire coalition activity among organizations active within a single movement. I use event history methods to analyze data on 2,644 left-wing protest events that occurred on college campuses between 1930 and 1990. I find several differences between the factors that facilitate cross-movement and within-movement coalition events. The availability of resources is important to within-movement coalition events but not to cross-movement coalition formation. Local threats inspire within-movement coalition events, while larger threats that affect multiple constituencies or broadly defined identities inspire cross-movement coalition formation. The activity of multi-issue movement organizations is associated with higher levels of all forms of protest, including single and cross-movement coalition events. This research contributes to social movement theory by demonstrating that political threats sometimes inspire protest, and that organizational goals influence strategic action.","This note is a response to a critical review of some of my own work published recently in the British Journal of Sociology but it does not reply to the specific criticisms made in that article. Rather it addresses the question of what constitutes appropriate critique in sociology by developing a distinction between abstract and engaged criticism.","This article examines the mutually constitutive relationship between global institutions and local social movements. First, drawing on social movement theories and the world society approach, it develops a theoretical framework for understanding the transformative impact of global human rights on local activism. Using interviews and archival and other data sources, the empirical analysis demonstrates that global human rights galvanized (1) the politically dormant Ainu into a thriving indigenous rights movement, (2) the politically active but factious resident Koreans into a more united and successful social movement, and (3) an established Burakumin movement into an international human rights organization. The fundamental similarity of rising activism for all three groups supports the world society thesis, but in-depth examination of concrete mechanisms unpacks complex global-local interplay and reveals intranational diversity in the impact of global human rights. Second, drawing on organizational institutionalism, I examine how local activism feeds back to global institutions. The empirical analysis details how local actors consolidate and expand global human rights. ","This review provides an analysis of the political and intellectual contributions made by the modem civil rights movement. It argues that the civil rights movement was able to overthrow the Southern Jim Crow regime because of its successful use of mass nonviolent direct action. Because of its effectiveness and visibility, it served as a model that has been utilized by other movements both domestically and internationally. Prior to the civil rights movement social movement scholars formulated collective behavior and related theories to explain social movement phenomena. These theories argued that movements were spontaneous, non-rational, and unstructured. Resource mobilization and political process theories reconceptualized movements stressing their organized, rational, institutional and political features. The civil rights movement played a key role in generating this paradigmatic shift because of its rich empirical base that led scholars to rethink social movement phenomena. Copyright ","A properly sociological definition of the concept of discourse does not exist because the notion has never been detached from the linguistic sphere. Not only linguists and semiologists, but also sociologists, use the word primarily as a linguistic category. This article attempts to define the concept of discourse sociologically. It is argued that a sociologically defined notion should be dissociated from the linguistic realm. As a linguistic category, 'discourse' is either used as a synonym for language or text, or is closely associated with one of these notions. 'Discourse' in a sociological sense should refer to a class of texts. This definition confers upon the concept of discourse an intertextual dimension. Defined in this way, the category can not only become an operative sociological concept, but it also becomes autonomous and is no longer reducible to linguistic or paralinguistic conceptual entities, such as text or language. No longer confined to the linguistic realm, the concept can designate a particular entity which possesses its own existence. Discourse can become a thing in itself. The argument is presented in three parts. The first is a critique of the current definitions of the concept 'discourse'. The second proposes, as an alternative, a sociological definition of discourse. Finally the third part applies this new definition in a sociological analysis of journalism.","We challenge the assumption within resource mobilization theory that polity members and social movement activists are distinct entities by offering the concept of \"institutional activists.\" Institutional activists are social movement participants who occupy formal statuses within the government and who pursue social movement goals through conventional bureaucratic channels. Using regression analyses we examine the impact of institutional activists and social movement organizations (SMOs) on the comprehensiveness of two U.S. state policies: affirmative action, pursued by the civil rights movement; and comparable worth, pursued by the women's movement. We find that SMOs were decisive in adoption of affirmative action, but not comparable worth policies. In contrast, institutional activists were important for the passage of comparable worth but not affirmative action policies. These findings suggest that resource mobilization theory would better capture the impact of social movements on policy outcomes by recognizing activists who work as insiders on outsider issues.","This study builds on the \"community studies\" tradition in urban sociology by examining the interconnections among political opportunities, mobilizing structures, and strategic framing in the emergence and outcome of a locally-based movement. Traditional urban analyses contend that there must be an intimate bond of community identity among individuals for them to engage in neighborhood collective action and political mobilization. This article challenges this assumption and examines \"community identity\" as a political strategy used by neighborhood coalitions and civil rights groups to contest public policies, neutralize counterframes and opposition, and mobilize constituents. I examine the emergence of an anti-expressway movement in Kansas City, Missouri during the 1960s and 1970s to illustrate the structural relationship between political opportunities, mobilization, and identity. Political opportunities not only create motivations for mobilization through \"structural\" changes (e.g., public policies, cycles of protest, and presence of external allies, etc.), but they also set in motion \"ideational\" shifts in political culture, expanding the cultural reservoir of strategic frames and enhancing the potency of movement framing.","In this paper I outline some of the key ideas within Zygmunt Bauman's sociology; both in terms of his contribution to the creation of a postmodern sociology and his substantive texts. The critique that I develop, is that Bauman's work is assembled upon a modernist notion of 'the social' which he not only accepts without question, but which undermines his attempts to devise a distinctly postmodern sociology. His substantive texts still contain many personal insights, but they need not make any use of postmodernist abstractions, which in the last analysis provide little more than a gloss over his own reflections on the world.","Despite significant contributions, movement frame analyses have tended to focus on ideological construction within and between social movement organizations at single moments in time or during protest cycles. By integrating framing and abeyance concepts, this article extends the framing perspective to examine historical continuities, transformations, and interweavings of ideological themes in U.S. agrarian mobilization. We develop the concept of a \"repertoire of interpretations\" as a means of analyzing the persistence and variable alignments of three master frames: agrarian fundamentalism, competitive capitalism, and producer ideology. Relationships between these master frames are considered in terms of constitutive and ancillary salience and are explored with reference to abeyance processes.","This paper offers a defence of sociology through an engagement with Actor Network Theory (ANT) and particularly the critique of 'critical' and politically engaged social science developed by Bruno Latour. It argues that ANT identifies some weaknesses in more conventional sociology and social theory, and suggests that 'critical' and 'public' orientated sociologists can learn from the analytical precision and ethnographic sensibilities that characterize ANT as a framework of analysis and a research programme. It argues, however, that Latour et al. have too hastily dispensed with 'critique' in favour of a value neutral descriptive sociology, and that the symmetrical and horizontalist approach adopted in ANT is particularly ill-suited to the development of scientific knowledge about social structures. It argues that a more straightforwardly realist sociology would share many of the strengths of ANT whilst being better able to interrogate, empirically and normatively, the centres of contemporary social power. ","The emphasis on a seemingly inevitable process of secularization leading to 'demoralization' as part of modernization has meant that sociologists have not felt it necessary to give much heed to Durkheim's call for the development of a sociology of morals. However, there has been some recent movement in that direction, stimulated by a revival of interest in Durkheimian sociology and Foucault's work on discourses and moral regulation. The analysis of controversies about representations of sexuality in broadcast television can reveal the varied range of moral discourses that are drawn on by ordinary viewers when they feel provoked to write to protest about representations that they find morally offensive. The attempts of the regulatory authorities to adjudicate between the different moral discourses reveals some of the difficulties and strategies involved in moral regulation in late- or post-modernity, with the regulators often having to retreat from moral reasoning to legal-technical rationality.","This article offers an overview and assessment of the utility of new social movement theories for analyzing contemporary forms of collective action. The article beings with a brief overview of the origins of new social movement theory and a description of some of the general tenets of this approach. Next, I consider the contributions of four major theorists (Castells, Touraine, Habermas, and Melucci) to this paradigm. The heart of the article provides a critical discussion of the central debates that have emerged within this paradigm. I then propose a typological distinction between “political” and “cultural” versions of new social movement theory. In the conclusion, I assess new social movement theory as a whole and situate the paradigm with reference to other paradigms for the study of social movements. Copyright ","This paper introduces the special issue of the British Journal of Sociology on the subject of the transnational aspects of Olympic and world sport. The special issue is underpinned by the perspective that because sport provides a space for the forging of transnational connections and global consciousness, it is increasingly significant within contemporary processes of globalization and the making of transnational society. In this article, we examine in turn eight social scientific themes or problems that are prominent within the special issue: globalization, glocalization, neo-liberal ideologies and policies, transnational society, securitization, global civil society, transnational/global public sphere, and fantasy/imagination. We conclude by highlighting five 'circles' of future research inquiry within world sport that should be explored by social scientists. ","Why is the notion of experience so relevant for feminist theory? How has the concept been used and by whom? What are the theoretical and political implications of postmodern theory for a re-thinking of the concept? In these pages we will explore the uses and abuses of the concept of experience in contemporary feminist thought through the works of influential feminist intellectuals. This article has two aims. The first is to create a theoretical space for reflection and re-appraisal of the concept of experience inspired by Dorothy Smith's contribution to feminist sociology. The second is to shift these debates from the periphery to the centre of sociology by taking into account the centrality of the concept for the discipline.","Why is the notion of experience so relevant for feminist theory? How has the concept been used and by whom? What are the theoretical and political implications of postmodern theory for a re-thinking of the concept? In these pages we will explore the uses and abuses of the concept of experience in contemporary feminist thought through the works of influential feminist intellectuals. This article has two aims. The first is to create a theoretical space for reflection and re-appraisal of the concept of experience inspired by Dorothy Smith's contribution to feminist sociology. The second is to shift these debates from the periphery to the centre of sociology by taking into account the centrality of the concept for the discipline. ","This paper explores the material turn in sociology and the tools it provides for understanding organizational problems highlighted by the Royal Commission into the 2009 'Black Saturday' bushfires during which 173 people died in the Australian State of Victoria. Often inspired by Bruno Latour's material-semiotic sociology of associations, organization scholars employing these tools focus on the messy details of organization otherwise overlooked by approaches assuming a macroscopic frame of analysis. In Latour's approach no object is reducible to something else - such as nature, the social, or atoms - it is instead a stabilized set of relations. A Latourian approach allows us to highlight how the Royal Commission and macroscopic models of organizing do unwitting damage to their objects of inquiry by purifying the 'natural' from the 'social'. Performative elements in their schemas are mistaken for descriptive ones. However, a long standing critique of this approach claims that it becomes its own form of reduction, to nothing but relations. Graham Harman, in his object-oriented philosophy develops this critique by showing that a 'relationist' metaphysics cannot properly accommodate the capacity of 'objects' to cause or mediate surprises. Through our case of the Victorian Bushfires Royal Commission, we argue that a purely relational model of objects loosens a productive tension between the structural and ephemeral that drives sociological analysis. By drawing on elements of Harman's ontology of objects we argue that it is necessary for material-semiotic sociology to retain a central place for the emergence of sociological objects. ","This article analyzes the ways that Pittsburgh anarchist activists, politicians, and journalists framed the 2009 G-20 meetings and protests through a content analysis of newspaper articles and activist documents. Our analysis found that cosmopolitanism was a central discourse, but it was also contested. Pittsburgh anarchists introduced an open-community cosmopolitanism that prioritizes the local over the global as a site of struggle and also embraces expansion of rights and commitment to diversity and inclusivity. Somewhat unexpectedly, this open-community cosmopolitanism was successfully transmitted beyond activist discourse into the public and the local media. The anarchist activist open-community framing challenged Pittsburgh residents to question whether increased global corporate investments were best for Pittsburgh and, in doing so, fostered connections between local anarchist activists, local journalists, and local Pittsburgh residents. To reflect on the ways that activists contribute to ideas of cosmopolitanism, this article presents a theoretical model that incorporates individual and collective dispositions and multiple ideological standpoints. We also show how movement groups may strategically draw on these shared cosmopolitan dispositions to expand their movement base, communicate their messages, and challenge the hegemony of global capitalism. ","This paper proposes a theoretical framework to analyze global dimensions of contemporary social movements and attempts to answer the empirical question: why did the social movement for former comfort women emerge in the late 1980s after more than 40 years of silence? The theoretical framework integrates the world polity approach into social movement theory to argue that global political and cultural transformations in recent years have expanded political opportunities at the global level and intensified international flows of mobilizational resources and discursive frames, increasing the potential for social movements on globally legitimated issues such as human rights. The empirical analysis on the rise and development of the comfort women movement shows that these global factors have been crucial in the emergence and success of the movement. 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<p>In comparison, these are publications from the other extreme of the spectrum (high <span class="math inline">\(\theta\)</span> values):</p>
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<pre class="r"><code>df %&gt;% bind_cols(wf_groups) %&gt;% arrange(desc(theta)) %&gt;% 
  distinct(title, .keep_all = TRUE) %&gt;% head(50) %&gt;% 
    mutate(authors =  authors %&gt;% map_chr( ~ str_c(.x, collapse = ', '))) %&gt;% 
    select(theta, title, source, authors, year, abstract) %&gt;% 
    mutate(theta = round(theta, 2)) %&gt;% 
    DT::datatable(  options = list(
      lengthMenu = c(1, 2, 5)))</code></pre>
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<script type="application/json" data-for="htmlwidget-bbd48ca836174f6d0d5f">{"x":{"filter":"none","data":[["1","2","3","4","5","6","7","8","9","10","11","12","13","14","15","16","17","18","19","20","21","22","23","24","25","26","27","28","29","30","31","32","33","34","35","36","37","38","39","40","41","42","43","44","45","46","47","48","49","50"],[2.3,2.27,2.22,2.21,2.2,2.18,2.18,2.18,2.16,2.14,2.13,2.11,2.09,2.07,2.06,2.05,2.05,2.04,2.04,2.04,2.02,2.02,2.01,2,2,1.99,1.99,1.99,1.98,1.98,1.98,1.98,1.97,1.97,1.97,1.97,1.97,1.96,1.96,1.96,1.95,1.95,1.95,1.95,1.95,1.95,1.94,1.94,1.93,1.93],["Change and stability in the social determinants of divorce: A comparison of marriage cohorts in the Netherlands","Parental divorce, marital conflict, and offspring well-being during early adulthood","Effects of parental divorce on mental health throughout the life course","Links between premarital cohabitation and subsequent marital quality, stability, and divorce: A comparison of covenant versus standard marriages","Children's residential mobility and neighborhood environment following parental divorce and remarriage","The risk of divorce as a barrier to marriage among parents of young children","Do mother's and father's education condition the impact of parental divorce on child well-being?","Racial differences in the effects of parental divorce and separation on children: Generalizing the evidence to a European case","Parents' discord and divorce, parent-child relationships and subjective well-being in early adulthood: is feeling close to two parents always better than feeling close to one?","The effects of divorce and marital discord on adult children's psychological well-being","More careful or less marriageable? Parental divorce, spouse selection and entry into marriage","Permissiveness toward divorce: The influence of divorce experiences in three social contexts","Does parental conflict explain why divorce is negatively associated with child welfare?","Non-resident father-child contact across divorce cohorts: The role of father involvement during marriage","Parental divorce and children's socio-economic success: Conditional effects of parental resources prior to divorce, and gender of the child","Offending, Substance Use, and Cohabitation in Young Adulthood","Childhood family structure and reproductive behaviour in early adulthood in Norway","On the variation of divorce risks in Europe: Findings from a meta-analysis of European longitudinal studies","Pathways of children's long-term living arrangements: A latent class analysis","She left, he left: How employment and satisfaction affect women's and men's decisions to leave marriages","Neighborhood effects on family formation: Concentrated poverty and beyond","Cohabitation and exchanges of support","Money isn't everything: Wives' earnings and housework time","Parenting across racial and class lines: Assortative mating patterns of new parents who are married, cohabiting, dating or no longer romantically involved","Gender Division of Childcare and the Sharing of Parental Leave among New Parents in Sweden","'What about the couple?' Interracial marriage and psychological distress","Working fathers in Europe: Earning and caring","Marital happiness, marital duration, and the u-shaped curve: Evidence from a five-wave panel study","When do fathers care? Mothers' economic contribution and fathers' involvement in child care","Marital dissolution and subjective distress: Panel evidence","Family structure instability, genetic sensitivity, and child well-being","Pre-school enrollment: An analysis by immigrant generation","Marital patterns and use of mother tongue at home among native-born Asian Americans","Routes to children's economic recovery after divorce: Are cohabitation and remarriage equivalent?","Financial Consequences of Relationship Dissolution: A Longitudinal Comparison of Formerly Married and Unmarried Cohabiting Men and Women","Father-child contact, interparental conflict, and depressive symptoms among children of divorced parents","Irreconcilable differences? Ethnic intermarriage and divorce in the Netherlands, 1995-2008","The effect of marriage and divorce on women's economic well-being","Partner choice and women's paid work in Sweden: The role of earnings","The adolescent family environment and cohabitation across the transition to adulthood","Labor market and socioeconomic effects on marital stability","How do they do it? The immigrant paradox in the transition to adulthood","Long-term effects of divorce on parent-child relationships: Within-family comparisons of fathers and mothers","Family structure and social mobility","Parental divorce, marital conflict and children's behavior problems: A comparison of adopted and biological children","Money, Work, and Marital Stability: Assessing Change in the Gendered Determinants of Divorce","Gender differences in the effects of divorce, widowhood and remarriage on intergenerational support: Does marriage protect fathers?","Time-dependent effects of wives' employment on marital dissolution","The replaceable: The inheritance of paternal and maternal socioeconomic statuses in non-standard families","Family structure and the intergenerational transmission of educational advantage"],["european sociological review","social forces","american sociological review","social science research","social forces","social science research","social science research","social science research","social forces","american sociological review","social forces","european sociological review","social forces","european sociological review","sociology","sociological forum","european sociological review","european sociological review","social science research","american journal of sociology","american sociological review","social forces","social science research","social forces","european sociological review","social science research","european sociological review","social forces","american journal of sociology","european sociological review","american journal of sociology","social science research","social forces","american sociological review","sociology","european sociological review","social science research","american sociological review","european sociological review","social science research","social science research","social science research","european sociological review","social forces","social forces","american sociological review","social forces","american sociological review","social forces","social science research"],["De Graaf P.M., Kalmijn M.","Amato P.R., Loomis L.S., Booth A.","Cherlin A.J., Chase-Lansdale P.L., McRae C.","Brown S.L., Sanchez L.A., Nock S.L., Wright J.D.","South S.J., Crowder K.D., Trent K.","Waller M.R., Elizabeth Peters H.","Mandemakers J.J., Kalmijn M.","Kalmijn M.","Sobolewski J.M., Amato P.R.","Amato P.R., Sobolewski J.M.","Erola J., Härkönen J., Dronkers J.","Sieben I., Verbakel E.","Hanson T.L.","Westphal S.K., Poortman A.-R., Van Der Lippe T.","Fischer T.","Lonardo R.A., Manning W.D., Giordano P.C., Longmore M.A.","Reneflot A.","Wagner M., Weiß B.","Mitchell K.S.","Sayer L.C., England P., Allison P.D., Kangas N.","South S.J., Crowder K.D.","Eggebeen D.J.","Killewald A., Gough M.","Goldstein J.R., Harknett K.","Sundström M., Duvander A.-Z.E.","Bratter J.L., Eschbach K.","Koslowski A.S.","Vanlaningham J., Johnson D.R., Amato P.","Raley S., Bianchi S.M., Wang W.","Mastekaasa A.","Mitchell C., Brooks-Gunn J., Garfinkel I., McLanahan S., Notterman D., Hobcraft J.","Chiswick B.R., DebBurman N.","Kim C., Gap Min P.","Morrison D.R., Ritualo A.","de Regt S., Mortelmans D., Marynissen T.","Kalmijn M.","Smith S., Maas I., Van Tubergen F.","Smock P.J., Manning W.D., Gupta S.","Henz U., Sundström M.","Thorsen M.L.","Tzeng J.M., Mare R.D.","Hofferth S.L., Moon U.J.","Kalmijn M.","Biblarz T.J., Raftery A.E., Bucur A.","Amato P.R., Cheadle J.E.","Killewald A.","Kalmijn M.","South S.J.","Erola J., Jalovaara M.","Martin M.A."],[2006,1995,1998,2006,1998,2008,2014,2010,2007,2001,2012,2013,1999,2014,2007,2010,2011,2006,2013,2011,1999,2005,2010,2006,2002,2006,2011,2001,2012,1995,2015,2006,2010,2000,2013,2016,2012,1999,2001,2017,1995,2016,2013,1997,2008,2016,2007,2001,2017,2012],["This article addresses historical developments in the effects of five social determinants of divorce in the Netherlands: parental socioeconomic status, educational attainment, religion, parental divorce, and having children. Employing a national survey with information about 1,356 divorces, from 6,164 marriages formed between 1942 and 1999, event-history models show that the effects of most social determinants of divorce are stable. The effects of parental socioeconomic status, religion, parental divorce, and having children have not changed over marriage cohorts. The one and only exception lies in education. The effect of education has changed from a positive effect to a negative effect. In times when divorce was uncommon, the higher educated were more likely to divorce than the lower educated. Presently, the lower educated are more likely to divorce than the higher educated. This trend confirms Goode's long-standing but rarely tested hypothesis about the reversing effect of social class on divorce.","Cross-sectional studies show that adults who grew up in conflict-ridden two-parent families or who experienced parental divorce report lower levels of psychological and marital well-being than do other adults. However, previous research has been unable to determine how parental marital conflict, divorce, and children's long-term outcomes are related. Using a 12-year longitudinal study, we find that the consequences of parental divorce depend on parental marital conflict prior to divorce. In high-conflict families, children have higher levels of well-being as young adults if their parents divorced than if they stayed together. But in low-conflict families, children have higher levels of well-being if their parents stayed together than if they divorced. In marriages that do not end in divorce, parental marital conflict is negatively associated with the well-being of offspring. ","The long-term effects of parental divorce on individuals' mental health after the transition to adulthood are examined using data from a British birth cohort that has been followed from birth to age 33. Growth-curve models and fixed-effects models are estimated. The results suggest that part of the negative effect of parental divorce on adults is a result of factors that were present before the parents' marriages dissolved. The results also suggest, however, a negative effect of divorce and its aftermath on adult mental health. Moreover, a parental divorce during childhood or adolescence continues to have a negative effect when a person is in his or her twenties and early thirties.","We extend prior research on the association between premarital cohabitation and marital outcomes by investigating whether covenant marriage, which entails more stringent requirements for divorce, minimizes the deleterious effects of cohabitation on subsequent marital quality and stability. Using a unique longitudinal data set of covenant and standard newlywed couples in Louisiana, we find that covenant marriage does not modify the effects of premarital cohabitation on marital instability, happiness, dependency, or divorce for either wives or husbands. In fact, once we control for sociodemographic characteristics, premarital relationship factors, and marital factors, the relationships between premarital cohabitation and marital outcomes reduces to non-significance, suggesting that selection factors largely account for the deleterious effects of premarital cohabitation on marital success. ","Longitudinal data from the Panel Study of Income Dynamics show that parental divorce sharply increases the annual probability that children will move out of their neighborhoods. Conditional upon moving, children of divorce move to significantly poorer neighborhoods than do children in stable, two-parent families, a difference attributable to the negative impact of parental divorce on children's family income. The impact of divorce on these mobility outcomes is especially pronounced for African American children and for children whose parents owned their homes prior to divorcing. Parental remarriage is associated with higher mobility rates, but this difference is attributable to preexisting differences between parents who remarry and those who do not. Mobile children whose parents remarry move to slightly wealthier neighborhoods than mobile children whose parents remain unmarried.","Using data from the Fragile Families Study, we examine how unmarried parents' risk of divorce influences their decision to marry. Regression results show that unmarried parents with a high predicted probability of marital dissolution (based on estimates of marital dissolution for a sample of initially married mothers with similar characteristics) had significantly lower odds of marriage to the father of their child even after controlling for individual and relationship characteristics expected to influence marriage transitions. The dissolution propensity we examine also includes a measure of the local divorce climate. As such, our results provide support for the argument that high rates of divorce in the population have led to a fear of divorce among unmarried parents which reduces their probability of marriage. ","We use the British Cohort Study to investigate to what extent parental resources moderate the association between parental divorce in childhood and lowered child well-being as indicated by maternal reports of child psychological well-being and by academic test scores (reading and math tests). We argue that children of mothers with more years of education suffer less when their parents split up because better educated mothers may be better able to provide a safe and stable environment for their children after divorce. In addition, we argue that having a better educated father could either aggravate or reduce the effects of parental divorce. This is one of the first studies to simultaneously investigate the role of maternal, and paternal resources, and pre-divorce shared resources. Our analyses indicate that the effect of parental divorce on psychological well-being is reduced for better educated mothers and for families with more pre-divorce economic resources, but increased for better educated fathers. For academic test scores we find a protective effect of having a better educated father and higher pre-divorce social resources. ","Much American research has shown that the effects of parental divorce and single parenthood on children are weaker among African Americans than among whites. So far, this moderator effect has not been studied in other societies. Are there also weaker effects of parental divorce and single parenthood for blacks in other countries? We answer this question by analyzing Caribbeans in the Netherlands. We analyze effects of parental divorce and separation on eight outcome indicators for children in adulthood and we compare these effects between Caribbeans and whites. We show that for Caribbeans there are no effects of parental divorce on own divorce, cohabitation, leaving home, and contact frequency with the father, much in contrast to the effects for whites. For socioeconomic outcomes, however, the effects are similar for Caribbeans and whites. ","We assessed the associations between parents' marital discord and divorce, patterns of parent-child relationships, and adult children's subjective well-being. Parental divorce and marital conflict appeared to increase the odds that children were close to neither parent in adulthood. Parental divorce (but not marital conflict) appeared to increase the odds that children were close to one parent only. Drawing on parental resources and balance perspectives, we tested competing hypotheses about parent-child relationships and offspring subjective well-being. Offspring had the highest level of well-being when they grew up in a low-conflict married family and were close to both parents. In cases of divorce and high levels of marital conflict, however, children were no better off if they were close to both parents than to one parent only. ","Previous research has demonstrated associations between exposure to parental divorce and marital discord while growing up and children's psychological distress in adulthood. Few studies, however, have attempted to explain these associations. Three pathways are evaluated through which family disruption and discord may affect offspring's well-being: children's socioeconomic attainment, children's marital and relationship stability, and the quality of children's relations with parents. Using 17-year longitudinal data from two generations, results show that divorce and marital discord predict lower levels of psychological well-being in adulthood. Parent-child relationships mediate most of the associations between parents' marital discord and divorce and children's subsequent psychological outcomes. Marital discord appears to erode children's emotional bonds with mothers, whereas both divorce and marital discord appear to erode children's emotional bonds with fathers. The results highlight the continuing importance of parent-child ties for children's well-being in early adulthood.","Despite the large literature on the long-term effects of parental divorce, few studies have analyzed the effects of parental divorce on spouse selection behavior. However, the characteristics of one's spouse can have important effects on economic well-being and on marital success. We use discrete-time, event-history data from Finnish population registers to study the effects of parental divorce on entry into marriage with spouses who have different educational qualifications (both absolute and relative to one's own education), using conditional multinomial logistic regression models. The results show that Finnish children of divorce have lower rates of marriage than those from intact families. In particular, children of divorce have a lower likelihood of marrying spouses with secondary education or more, and especially low rates of marrying someone with a tertiary degree. The latter gap is smaller among those with tertiary education, as a result of the higher rates of homogamous marriage among the children of divorce with high education. Our findings suggest that children of divorce carry with them traits and behaviors that make them less marriageable candidates in the marriage market. We discuss the possible implications of these findings. ","In this study, we assess whether divorce experiences in three social contexts shape individual's permissiveness toward divorce. Using European Values Study data from 44 countries, we find that - net of personal divorce experience - parental divorce before the age of 18 (socialization context); parental divorce after the age of 18, divorce of child, and divorce of relatives (context in adult life); and country's divorce rate (national context) are related to more permissiveness toward divorce. Value climates in these three contexts clearly mediate the relationships between experiences and attitudes, but parental divorce before the age of 18, divorce of child, and divorce of relatives still are independently and positively related to permissiveness toward divorce. These findings suggest that divorce experiences affect pro-divorce attitudes on top of prevailing value climates in social contexts that are relatively close to the individual. Finally, robustness tests show that personal divorce is not only an important determinant of pro-divorce attitudes, the role played by divorce experiences in the three contexts also depends on being divorced or not. Moreover, singles are more strongly affected by their surrounding contexts than people with a stable relationship. ","This article uses data from the National Survey of Families and Households to examine whether parental conflict prior to divorce can explain why children with divorced parents exhibit more academic and adjustment difficulties than children with parents who stay together. Children whose parents divorce are exposed to more conflict and acrimony than children who grow up in stable marriages, and this may explain why the former do less well than the latter. The results indicate that parental conflict is partly but by no means completely responsible for the association between divorce and child welfare. The results also suggest that, for four of the sixteen measures of child well-being examined, children exposed to high levels of parental conflict are neither better off nor worse off, on average, when their parents divorce, while those exposed to low levels of parental conflict appear to suffer severe disadvantages when their parents separate. This suggests that, in some areas, marital relations prior to divorce help determine when the consequences of divorce are particularly harmful for children and when the consequences of divorce are relatively benign.","Using retrospective data from the Divorce in the Netherlands Survey 1998 (SIN98, N=808), we investigate changes in children's daytime contact and overnight stays with non-resident fathers across four divorce cohorts from 1949 to 1998. Our findings show that daytime contact and overnight stays increased over time. A modest part of this increase can be explained by a rise in fathers' child-rearing involvement during marriage. Involved fathers are more likely to remain in contact with their children after divorce, and fathers have become more involved in child rearing over time. Furthermore, the role that father involvement plays in daytime contact has become more important over time. Whereas fathers' contribution to child rearing during marriage mattered little in the earliest divorce cohort, it is positively related to post-divorce daytime contact in more recent cohorts. ","Both the level and allocation of pre-divorce parental and family resources may be impor tant predictors for the effects of divorce on child outcomes. This study estimates specific divorce effects on socio-economic outcomes of children in families having a different amount and allocation of both cultural and economic resources. In addition, this study tests whether general divorce effects differ between boys and girls. Data are used from the Family Sur vey Dutch Population 1998 (FSDP98) and the Family Sur vey Dutch Population 2000 (FSDP00) (De Graaf et al., 1998, 2000). The first conclusion was that a high level of paternal resources increases divorce effects on children's educational level and their occupational status. Moreover, a high level of maternal resources decreases the divorce effect. These findings suppor t the loss of resources theory. Finally, practically no differences in general divorce effects were found when boys and girls were compared. Copyright ","Over half of young adults have cohabited, but relatively little is known about the role delinquency and substance use play in youths' odds of cohabiting as well as the implications of cohabitation for early adult offending and substance use. This study focuses on the reciprocal relationship between cohabitation during late adolescence and young adulthood and self-reported offending and substance use. Using longitudinal data, we find that net of traditional predictors, delinquency involvement is associated with increased odds of cohabitation and cohabiting at younger ages while substance use is not related to cohabiting during early adulthood. Further analysis indicates that cohabitation is associated with lower reports of substance use. However, cohabitation is not associated with self-reported offending. The results help unravel the connection between cohabitation experience, offending and substance use, and early adult outcomes. ","Norwegian register data covering all children born in 1974-1979 are used to describe the relationship between childhood family disruption and reproductive behaviour in early adulthood. The rich data allow several types of non-intact families to be considered. Generally, family disruption during childhood is associated with an increased probability of early childbearing and entering parenthood outside marriage. This association is, however, stronger for women than for men. Both family disruption caused by divorce and death of a parent are associated with early and premarital childbearing. Furthermore, for women with divorced parents, the remarriage of the mother is associated with the propensity to have a child early and to enter parenthood inside a union, while the remarriage of the father is associated with a reduced propensity to enter parenthood outside a union. For men with divorced parents, the remarriage of the father is associated with the propensity to enter parenthood in marriage. Finally, for both sexes, only a modest part of the effect that childhood family structure has on reproductive behaviour in early adulthood is operating through educational attainment and enrolment status. ","The aim of this article is to integrate empirical research on divorce risks in Europe and to explain the variation of empirical findings between European countries by the different levels of modernization and differences in the strength of marriage norms. We focus on the effects of premarital cohabitation, the presence of children, and the experience with parental divorce on marital stability. More than 260 studies on divorce risks could be identified, and 120 were used for further meta-analytical examinations. We show that there is considerable heterogeneity of divorce risks within as well as between countries. Explaining the variation of effect sizes between European countries, it could be shown that in countries where more rigid marriage norms prevail cohabitation has a stronger effect on marital stability than in countries where marriage norms are weaker. Furthermore, the lower the divorce barriers are, the weaker is the association between the parental divorce and the divorce risk of the offspring.","This study employed latent class analysis to create children's family structure trajectories from birth through adolescence using merged mother and child data from the National Longitudinal Survey of Youth (N=. 1870). Input variables distinguished between biological fathers and stepfathers as well as mother's marriages and cohabitations. The best-fitting model revealed five latent trajectories of children's long-term family structure: continuously married biological parents (55%), long-term single mothers (18%), married biological parents who divorce (12%), a highly unstable trajectory distinguished by gaining at least one stepfather (11%), and cohabiting biological parents who either marry or break up (4%). Multinomial logistic regression indicated that mother's education, race, teen birth status, and family of origin characteristics were important predictors of the long-term family trajectories in which their children grew up. These findings suggest that latent class analysis is a valuable statistical tool for understanding children's complete family structure experiences. ","Studies examining determinants of divorce have largely ignored differences between factors that elevate wives' and husbands' initiation of divorce. The authors use longitudinal data and a latent class model embedded in a competing-risks event history model to assess distinct predictors of wives and husbands leaving marriages. They find that when men are not employed, either spouse is more likely to leave. When wives report better-than-average marital satisfaction, their employment affects neither spouse's exit. However, when wives report below-average marital satisfaction, their employment makes it more likely they will leave. The authors' findings suggest that theories of divorce require \"gendering\" to reflect asymmetric gender change. ","We use longitudinal data from the Panel Study of Income Dynamics, in conjunction with decennial census data, to examine the impact of neighborhood socioeconomic disadvantage on young women's risk of premarital childbearing and the timing of their transition to first marriage. Discrete-time event-history models reveal that, among black women, neighborhood disadvantage has little impact on the risk of premarital childbearing, but has a significant nonlinear effect on the probability of marriage prior to first birth. Among white women, as neighborhood disadvantage increases, premarital childbearing rates rise nonlinearly, and marriage rates rise linearly. The nonlinear effects of neighborhood disadvantage on white women's premarital childbearing and black women's first prebirth marriage are generally consistent with arguments regarding the detrimental consequences of concentrated poverty, as opposed to merely high poverty. We find no evidence that the effects of individual socioeconomic status on these dimensions of family formation vary by neighborhood quality. And although white women's estimated rates of premarital childbearing may approach those of blacks in the most disadvantaged neighborhoods, socioeconomic differences between the neighborhoods inhabited by black women and white women explain only a modest proportion of the pronounced racial differences in premarital childbearing and the timing of first marriage.","This paper examines the relationship between nonmarital cohabitation and routine exchanges of support between American adults aged 19-30 (N = 3,809) and their aging parents, using data drawn from the first wave of the National Survey of Families and Households. Cohabiting young adults were found to be significantly less likely to be exchanging support with their parents than their married or single, noncohabiting counterparts. Cohabiting young adults were also significantly less likely than married young adults to nominate their parents as persons to turn to in an emergency. Analysis of variability in exchanges of support with parents among cohabiting young adults revealed that the quality of the relationship with the parent to be the most potent predictor of exchanges. ","The autonomy perspective of housework time predicts that wives' housework time falls steadily as their earnings rise, because wives use additional financial resources to outsource or forego time in housework. We argue, however, that wives' ability to reduce their housework varies by household task. That is, we expect that increases in wives' earnings will allow them to forego or outsource some tasks, but not others. As a result, we hypothesize more rapid declines in wives' housework time for low-earning wives as their earnings increase than for high-earning wives who have already stopped performing household tasks that are the easiest and cheapest to outsource or forego. Using fixed-effects models and data from the Panel Study of Income Dynamics, we find considerable support for our hypothesis. We further conclude that past evidence that wives who out-earn their husbands spend additional time in housework to compensate for their gender-deviant success in the labor market is due to the failure to account for the non-linear relationship between wives' absolute earnings and their housework time. ","We examine the assortative mating patterns of new parents who are married, cohabiting, romantically involved and no longer romantically involved. Using data from the Fragile Families and Child Wellbeing study, we find that relationship status at the time of a birth depends mainly on father's race rather than on whether mother and father's race/ethnicity differ. Crossing race/ethnic lines does not appear to have much effect on relationship transitions following a birth. Rather, parents are less likely to marry after a birth if one parent is black, and the relationships of Hispanic couples are particularly stable. Crossing educational lines has little effect on relationship status at birth, but same-education couples had a slightly lower risk of divorce following the birth. ","The gender division of childcare has received less research attention than the division of paid work and unpaid household work, possibly because time for childcare has been presumed to have the same determinants as time for household work and because of lack of appropriate data. Further, some of the previous studies of parents' time for childcare have been subject to limitations, such as small sample size, selective samples, and self-reports on childcare time, and few had access to earnings data. This paper uses register data on days of parental-leave used by mothers and fathers of Swedish children born in 1994, including information on the earnings of mothers and fathers, to analyse the determinants of fathers' participation in childcare. In 1994 parents were entitled to 15 months of parental leave of which 12 months were compensated at 90 per cent of prior earnings. Our major finding is that while both father's and mother's earnings had positive effects on father's leave use, this was smaller at higher levels of earnings, and father's earnings had a greater impact than mother's. At similar levels of earnings, the more educated fathers used more leave. Fathers also used more leave if the mother had more schooling and if they were established in the labour market, but used less leave if the mother was established in the labour market.","We explore the association between racial composition of couples-that is, whether they are interracial or homogamous-and the psychological distress of their members, as measured in a screening scale for non-specific psychological distress. We use a pooled 1997-2001 National Health Interview Survey sample of the married and cohabiting population of the United States. We compare the odds of distress for interracial vs. same race married/cohabiting adults. There are several key findings. Interracial marriage is associated with increases in severe distress for Native American men, white women, and for Hispanic men and women married to non-white spouses, compared to endogamous members of the same groups. Higher rates of distress are observed for intermarried persons with African American or Native American husbands or wives, and for women with Hispanic husbands. Lower socioeconomic status explains approximately half of the increased distress experienced by white women, while higher socioeconomic status partially suppresses increases in distress for Hispanic men and women. ","This article asks whether co-residential fathers who spend more time looking after their children work fewer hours and earn less than other fathers and non-fathers. The results suggest that to the contrary, fathers who spend more time with their children earn more per hour and work fewer hours per week, on average, than those who spend less time with their children. In other words, employed fathers who spend most time with their children also experience the most favourable labour market outcomes. Furthermore, prior labour market outcomes are positively correlated with a man becoming a father. ","Previous research suggests a U-shaped pattern of marital happiness over the life course, with happiness declining in the early years of marriage and rising in the later years. Most prior studies have been limited by the use of cross-sectional data or nonprobability samples. In contrast, the present study is based on data from a national, 17-year, 5-wave panel sample. Using cross-sectional data from the first wave, we replicate the U-shaped relationship between marital happiness and marital duration. In an analysis based on a fixed-effects pooled time-series model with multiple-wave panel data, we find declines in marital happiness at all marital durations and no support for an upturn in marital happiness in the later years. The relationship between marital happiness and marital duration is slightly curvilinear, with the steepest declines in marital happiness occurring during the earliest and latest years of marriage. When other life-course variables are controlled, a significant negative effect of marital duration on marital happiness remains. For most marriage cohorts, marital happiness declined more in the 1980s than in the 1990s, suggesting a period effect. This study provides evidence that the U-shaped pattern of marital happiness over the life course is an artifact of cross-sectional research and is not typical of U.S. marriages.","Previous literature suggests a tenuous link between fathers' care of children and maternal employment and earnings. This study shows that the link is stronger when measures of caregiving capture fathers' increased responsibility for children. The analysis of time diary data from 6,572 married fathers and 7,376 married mothers with children under age 13 indicates that fathers (1) engage in more \"solo\" care of children when their wives are employed, (2) are more likely to do the kind of child care associated with responsibility for their children when their wives spend more time in the labor market, and (3) participate more in routine care when their wives contribute a greater share of the couple's earnings. In addition, the \"father care\" to \"mother care\" ratio rises when mothers contribute a greater share of household earnings. ","High levels of subjective distress are commonly found among separated and divorced people.The present study uses three-wave panel data to examine possible causal explanations. In the years immediately preceding the marital dissolution, people experience higher levels of distress, and controlling for this clearly reduces the estimated effect of divorce or separation. However, controlling for distress measured 4-8 years earlier does not have a similar impact. This provides evidence against the hypothesis that the relationship between marital dissolution and subjective well-being is due to permanent personality differences between those who divorce and those who remain stably married. The effects of marital dissolution seem to be quite stable; they are equally strong after 4-8 years as after 0-4 years. ","The association between family structure instability and children’s life chances is well documented, with children reared in stable, twoparent families experiencingmore favorable outcomes than children in other family arrangements. This study examines father household entrances and exits, distinguishing between the entrance of a biological father and a social father and testing for interactions between family structure instability and children’s age, gender, and genetic characteristics. Using data from the Fragile Families and Child Wellbeing Study and focusing on changes in family structure by age (years 0–9), the authors show that father exits are associated with increases in children’s antisocial behavior, a strong predictor of health and well-being in adulthood. The pattern for father entrances is more complicated, with entrances for the biological father being associated with lower antisocial behavior among boys and social father entrances being associated with higher antisocial behavior. Child’s age does not moderate the association; however, genetic information in the models sharpens the findings substantially. ","There has been minimal research on the pre-school enrollment of immigrant children. Using 1990 US Census data, this paper investigates pre-school enrollment of child immigrants, those who immigrated as children and the US-born children of immigrants. The analysis is conducted using probit analysis. Pre-school enrollment is found to vary systematically with parental characteristics (income and education), immigrant generation, number of siblings, mother's labor supply, and country of origin. Among the foreign-born, differences in pre-school enrollment are analyzed by country of origin. Among the US-born children of immigrants pre-school enrollment is greatest among those with both parents foreign born. ","This article examines marital patterns and use of mother tongue at home among native-born Asian Americans using the 2005-2007 American Community Survey 3-Year Public Use Microdata Sample. There are variations in mother-tongue use across Asian ethnic groups, but variations among different types of marriage are even greater. Those who marry within their ethnicity (in-married) have a greater likelihood of mother-tongue use at home than those who intermarry. Among the in-married, those having 1.5-and first-generation co-ethnic spouses are far more likely to use a mother tongue than those having native-born, co-ethnic partners. Results of logistic regression analyses indicate that marital patterns are the strongest predictor of mother-tongue use at home, and that ethnic variations in mother-tongue use are significantly reduced when marital patterns are taken into account. ","Are maternal cohabitation and remarriage equivalent routes to the economic recovery of children and their mothers following parental divorce and separation? Unlike previous studies that have been primarily cross-sectional in design, this study uses panel data from the National Longitudinal Survey of Youth-Child Supplement to make both absolute and relative comparisons of potential economic returns. Also investigated is how income from spouses and partners is combined with income from other sources to support children, and the extent to which economic hardship over time relates to mothers' union experiences. Findings show that while in absolute terms, remarriage is economically more advantageous than cohabitation, cohabitation and remarriage are equivalent in their ability to restore family income to prior levels. Cohabiting mothers start off in a weaker economic position prior to divorce, however, and continue to rely on income from employment and AFDC to a greater extent than do remarried mothers. Over time, cohabitation, even when it results in a stable union, is a comparatively poor mechanism for maintaining economic recovery for the children of divorce. The extent of economic difficulties experienced by children whose mothers 'unstably' remarry is also demonstrated.","The aim of this article is twofold. First, we examine whether there are differences between ex-cohabiting and former married men and women in their income change after relationship dissolution. Second, we focus on differences between divorced and ex-cohabiting men and women in coping with the changed income situation after relationship dissolution. We look at two coping strategies: increasing one's labor-market participation and finding a new partner. We look at differences in the effectiveness of applying those strategies between separated and divorced women and men. After controlling for compositional differences, there are no differences in the effectiveness of increasing the number of hours worked between divorced women and ex-cohabiting women. Divorced women gain more financially by finding a new partner than ex-cohabiting women. There are no differences between ex-cohabiting men and divorced men in effectiveness of both coping strategies. ","Contact between children and divorced fathers is often believed to strengthen the negative effect of interparental postdivorce conflict on children's well-being. Although this is a well-known hypothesis, there is surprisingly little evidence for it. This article examines the hypothesis using large-scale nationally representative data on secondary school students in the Netherlands. The hypothesis is tested using interactions of conflict with postdivorce contact and interactions of conflict with co-parenting. We find that children of divorced parents have more depressive symptoms than children of married parents. Interparental conflict after divorce increases children's depressive symptoms, while father-child contact has no effect. There is a significant interaction between interparental conflict and father-child contact: interparental conflict increases depression more when there is more contact between the father and the child. This is only observed for boys and not for girls. For girls, depression is increased when the quality of the tie to the father is poorer. Theoretical explanations are suggested in terms of exposure effects and conflicting loyalties. ","This study uses population data of the Netherlands (municipality registers) between 1995 and 2008 to describe and explain the occurrence of divorce among recently newlywed interethnic and mono-ethnic couples (. N=. 116,745). In line with homogamy theory, divorce risks are higher for interethnic couples, in particular if the spouses were born and raised in countries that are culturally distant from each other. In addition, the effect of cultural distance is smaller for second generation immigrants than for first generation immigrants. There is no evidence for a higher risk of divorce among Black-White marriages. In line with convergence theory, results show that the higher the divorce propensity in the wife's origin country, the higher the divorce risk of a couple is. ","Some social commentators and social scientists have called for the strengthening of divorce laws, a call based, in part, on the apparently strong economic advantage marriage holds for women and their children. We focus on the question of whether divorced women would experience the same absolute levels of economic well-being by staying married as women who remain married experience. We also examine the argument all women are economically vulnerable once marriage ends by examining whether the average married woman would, if she were to divorce, experience the same low levels of economic well-being as divorced women do. Using longitudinal data from the National Survey of Families and Households, we estimate endogenous switching regression models that simultaneously predict the odds of divorce and subsequent economic well-being for women who divorce and for those who remain married. Our calculations show that if divorced women were to remain married, their economic well-being would improve substantially but would not attain the level of women who remain married. We also find that if married women were to divorce, their average level of economic well-being would be about the same as that of divorced women, supporting the view that women's economic vulnerability outside of marriage is ubiquitous.","Recent observations of higher rates of labour-market activity among women with a high-earning spouse and widened household inequality have spurred research interest in earnings homogamy and in the effects of own and spouse's earnings on female labour supply. This article studies trends in earnings homogamy among married and cohabiting parents and in the effects of own and spouse's earnings on mothers' time in employment and non-employment in Sweden. We analyse, first, correlations between spouses'earnings and, secondly, effects of time-varying own and spouse's earnings on mothers' transitions between part-time and full-time work, on their exits from and re-entries into employment, and on their exits from parental leave over the years 1968-92. We use individual life histories from the 1992 Swedish Family Survey combined with longitudinal information on earnings from the national taxation register. A unique aspect of this data-set is that it has accurate longitudinal earnings information for both married and cohabiting spouses, including former spouses. We find that mothers' own earnings have a larger and more significant impact on their labour-market transitions than spouse's earnings and that the impact of the latter has actually declined over time. ","This study draws upon a sample of men and women from Waves I and IV of Add Health to examine the linkages between the adolescent family environment and cohabitation behavior across the transition to adulthood. Using event history modeling the current paper considers the association between a variety of family factors and both the timing of first cohabiting unions and their outcomes (marriage, break up, still cohabiting). This paper also considers whether the impact of predictors for cohabitation timing and outcomes varies depending on the age of individuals. Results indicate that exposure during adolescence to family instability, parental cohabitation, lower parental SES, and low family belonging were associated with an elevated likelihood of entering into cohabiting unions, but primarily during adolescence and early adulthood. Family factors, including family belonging and parental relationship history, were also associated with the outcomes of first cohabitations. ","This paper reports an investigation of the effects of socioeconomic and labor market factors on the dissolution of marriages since the mid 1960s. We examine the effects of possible sources of marital disruption, including poor labor market opportunities for young adults; the economic independence and improved labor market opportunities of women; and changes in the labor market roles and expectations of women within marriage. Using the National Longitudinal Surveys of Young Men, Young Women, and Youth, we estimate the effects on marital stability of husbands′ and wives′ levels, differences and changes in educational attainment, income, and annual weeks worked. Our results suggest that average levels of couples′ educational attainment and recent work experiences positively affect marital stability. The degree to which husbands and wives differ on educational attainment and income does not affect marital stability, but the more that wives work relative to their husbands, the greater the chances of disruption. Positive changes in wives′ socioeconomic and labor force characteristics over the course of their marriages increase the odds of marital disruption. ","How do children of immigrants consistently outperform children of native-born U.S. parents, in spite of lower familial resources? Using the Transition to Adulthood Study of the Panel Study of Income Dynamics, children of immigrant and native-born parents completing high school in 2005-13 are followed as they move into the young adult years. Children of immigrants are more likely to enroll in college, be employed or in school, and less likely to have a criminal record as young adults or to have a child than children of nonimmigrants. This is not a result of immigrant parentage but due primarily to greater parental educational expectations; immigrants enjoy a differential return to parental expectations for boys' college enrollment as well. Reading skills and activity patterns in the secondary school years also contribute to better outcomes. Children of immigrants are better able to translate their reading comprehension skills to college or employment later on. ","Using national representative survey data from the Netherlands, this article examines the effects of a parental divorce in childhood on relationships between adult children and their parents. Using a within-family design, we make comparisons between fathers and mothers within the same family. Our approach in part not only replicates earlier findings but it also provides new insights. A divorce not only is most often associated with a deterioration of the relationship with the father but it also occurs that only the relationship with the mother is negatively affected by a divorce. In general, a divorce increases inequality between the relationships that children have with their father and mother. We interpret these effects in terms of compensation between parents on the one hand and lingering feelings of conflicting loyalties among children on the other hand. ","Different types of family structures experienced during childhood have varying effects on men's socioeconomic attainment and social mobility. Holding origin occupational characteristics constant, men (both white and African American) from a mother-headed family structure do as well as men from two-biological-parent families. In contrast, there is a negative effect of other types of family structures (father-headed, stepfamily) on socioeconomic attainment. Also, intergenerational occupational inheritance - from male family head to son or from female family head to son - is strongest when the mother is present, weakest when the mother is absent. The farther alternative family structures take sons away from their mothers, the more the intergenerational transmission process breaks down.","We used adopted and biological children from Waves 1 and 2 of the National Survey of Families and Households to study the links between parents' marital conflict, divorce and children's behavior problems. The standard family environment model assumes that marital conflict and divorce increase the risk of children's behavior problems. The passive genetic model assumes that parents' and children's behavior are linked because of genetic transmission from parents to children. The child effects model assumes that parents' marital distress is the result of (rather than the cause of) children's behavior. Our analysis shows that the associations between parents' divorce and marital conflict and children's behavior problems are comparable for biological and adopted children. Moreover, the primary direction of influence appears to run from parents to children. Taken together, these results provide support for the standard family environment model.","Despite a large literature investigating how spouses’ earnings and division of labor relate to their risk of divorce, findings remain mixed and conclusions elusive. Core unresolved questions are (1) whether marital stability is primarily associated with the economic gains to marriage or with the gendered lens through which spouses’ earnings and employment are interpreted and (2) whether the determinants of marital stability have changed over time. Using data from the 1968 to 2013 waves of the Panel Study of Income Dynamics, I consider how spouses’ division of labor, their overall financial resources, and a wife’s ability to support herself in the event of divorce are associated with the risk of divorce, and how these associations have changed between couples married before and after 1975. Financial considerations—wives’ economic independence and total household income—are not predictive of divorce in either cohort. Time use, however, is associated with divorce risk in both cohorts. For marriages formed after 1975, husbands’ lack of full-time employment is associated with higher risk of divorce, but neither wives’ full-time employment nor wives’ share of household labor is associated with divorce risk. Expectations of wives’ homemaking may have eroded, but the husband breadwinner norm persists. ","There are well-known gender differences in the form and content of extended family relationships. This paper examines how fathers and mothers differ in the support they receive from children and how this depends on whether the parents divorce, become widow(er)s, enter a new relationship, and have new children. The guiding hypothesis is that because women are \"kinkeepers,\" the position of fathers vis-à-vis mothers deteriorates outside of marriage. Analyses are based on 8,040 parent-child dyads obtained from a Dutch survey. Positive evidence is obtained for the hypothesis. Although fathers already receive less support from children than mothers while married, this difference is larger when fathers are not married. This is not only true for a divorce that occurred early in the life of the child, but also for late divorces. Moreover, during the stage of widowhood, gender differences are increased as well. Remarriage and new children have further negative effects, and these effects are also stronger for fathers than for mothers. ","The specialization and trading model-the dominant theoretical perspective on marital stability-posits a positive effect of wives' economic independence on the risk of divorce. Prior evidence for this association is mixed, however. This analysis explores the possibility that the effect of wives' labor force supply and educational attainment on marital dissolution varies across historical periods and across the marital life course. Event-history analyses of data from the Panel Study of Income Dynamics for 3,523 married couples observed between 1969 and 1993 reveal that the impact of wives' employment on marital dissolution has become increasingly positive. Moreover, as marriages age, the positive effect of wives' employment on divorce becomes stronger and the negative impact of wives's education becomes weaker. Possible explanations for these varying effects include the development of institutional supports for unmarried working mothers, the increasing adoption of nontraditional gender-role ideologies, and trends in workplace sex segregation.","This paper studies how socioeconomic attainments of parents in intact two-parent families, non-residential parents, single parents, and parents in stepfamilies affect children's attainments. In doing so, we draw together two lines of research: One on the inheritance of social status that consistently reports that children benefit from greater maternal and paternal resources, and another on family instability that argues that parental separation is associated with children's lower socioeconomic achievement in adulthood. The analyses are based on Finnish Census Panel data and sibling models, and socioeconomic statuses are measured by occupation-based ISEI scores. The results suggest that in terms of socioeconomic inheritance, fathers are replaceable: The influence of a non-residential father was very weak and was compensated by the strengthened effect of the single mother and by the further strong influence of a stepfather. The socioeconomic status of non-residential mothers and stepmothers contributed very little to a child's status. The socioeconomic attainments of children who had lived in single-parent families were lower than those of children who had been raised in intact two-parent families, but the differences were modest and varied with parental status. In absolute terms, the outcomes were poorest for children who lived with a low-status single parent, but the loss associated with parental separation was greatest for those who had high-status non-residential fathers. The total family background effect, measured as sibling similarities in socioeconomic attainment, was weaker in single-mother families than in other family types. ","I examine whether the effect of parents' education on children's educational achievement and attainment varies by family structure and, if so, whether this can be explained by differential parenting practices. Using data from the National Education Longitudinal Study of 1988, I find that as parents' education increases, children in single mother families experience a lower boost in their achievement test scores, likelihood of attending any post-secondary schooling, likelihood of completing a 4-year college degree, and years of completed schooling relative to children living with both biological parents. Differences in parents' educational expectations, intergenerational closure, and children's involvement in structured leisure activities partially explain these status transmission differences by family structure. The findings imply that, among children with highly educated parents, children of single mothers are less likely to be highly educated themselves relative to children who grow up with both biological parents. "]],"container":"<table class=\"display\">\n  <thead>\n    <tr>\n      <th> <\/th>\n      <th>theta<\/th>\n      <th>title<\/th>\n      <th>source<\/th>\n      <th>authors<\/th>\n      <th>year<\/th>\n      <th>abstract<\/th>\n    <\/tr>\n  <\/thead>\n<\/table>","options":{"lengthMenu":[1,2,5],"columnDefs":[{"className":"dt-right","targets":[1,5]},{"orderable":false,"targets":0}],"order":[],"autoWidth":false,"orderClasses":false}},"evals":[],"jsHooks":[]}</script>
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<div id="journal-and-time-effects" class="section level2">
<h2>Journal and Time effects</h2>
<div id="regression-framework" class="section level3">
<h3>Regression framework</h3>
<p>To analyze journal and time effects, three OLS regressions are used for the scaling estimates of all abstracts:</p>
<ul>
<li>Model 1 with linear effect for year</li>
<li>Model 2 with polynomial spline for year (3 degrees of freedom)</li>
<li>Model 3 with polynomial spline for year (5 degrees of freedom)</li>
</ul>
<div id="regression-table" class="section level4">
<h4>Regression table</h4>
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<pre class="r"><code>df_reg &lt;- df %&gt;% bind_cols(wf_groups) %&gt;% 
  mutate(year = as.numeric(year),
         source = as.factor(source) %&gt;% 
           relevel(ref = 'american journal of sociology'))
reg &lt;- lm(theta ~ source + bs(year), data = df_reg)
reg2 &lt;- lm(theta ~ source +  bs(year, degree = 5), data = df_reg)
reg_lin &lt;- lm(theta ~ source + year, data = df_reg)
names(reg$coefficients) &lt;- str_replace_all(names(reg$coefficients),
                                           'source', '')
names(reg_lin$coefficients) &lt;- str_replace_all(names(reg_lin$coefficients), 
                                           'source', '')
names(reg2$coefficients) &lt;- str_replace_all(names(reg2$coefficients), 
                                           'source', '')
htmlreg(list(reg_lin, reg, reg2), stars = c(0.05, 0.01, 0.001),
          include.aic = TRUE, include.adjrs = TRUE,
          single.row = TRUE, include.rmse = TRUE,
       include.rsquared = TRUE) </code></pre>
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<table cellspacing="0" align="center" style="border: none;">
<caption align="bottom" style="margin-top:0.3em;">
Statistical models
</caption>
<tr>
<th style="text-align: left; border-top: 2px solid black; border-bottom: 1px solid black; padding-right: 12px;">
<b></b>
</th>
<th style="text-align: left; border-top: 2px solid black; border-bottom: 1px solid black; padding-right: 12px;">
<b>Model 1</b>
</th>
<th style="text-align: left; border-top: 2px solid black; border-bottom: 1px solid black; padding-right: 12px;">
<b>Model 2</b>
</th>
<th style="text-align: left; border-top: 2px solid black; border-bottom: 1px solid black; padding-right: 12px;">
<b>Model 3</b>
</th>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
(Intercept)
</td>
<td style="padding-right: 12px; border: none;">
-11.29 (2.81)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.30 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.26 (0.06)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
acta sociologica
</td>
<td style="padding-right: 12px; border: none;">
0.07 (0.06)
</td>
<td style="padding-right: 12px; border: none;">
0.07 (0.06)
</td>
<td style="padding-right: 12px; border: none;">
0.06 (0.06)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
american sociological review
</td>
<td style="padding-right: 12px; border: none;">
0.28 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.28 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.28 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
annual review of sociology
</td>
<td style="padding-right: 12px; border: none;">
-0.33 (0.06)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.33 (0.06)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.32 (0.06)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
british journal of sociology
</td>
<td style="padding-right: 12px; border: none;">
-0.55 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.55 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.55 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
european sociological review
</td>
<td style="padding-right: 12px; border: none;">
0.85 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.85 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.85 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
social forces
</td>
<td style="padding-right: 12px; border: none;">
0.58 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.58 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.57 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
social problems
</td>
<td style="padding-right: 12px; border: none;">
-0.04 (0.05)
</td>
<td style="padding-right: 12px; border: none;">
-0.04 (0.05)
</td>
<td style="padding-right: 12px; border: none;">
-0.04 (0.05)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
social science research
</td>
<td style="padding-right: 12px; border: none;">
0.93 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.93 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.93 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
sociological forum
</td>
<td style="padding-right: 12px; border: none;">
-0.21 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.20 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.20 (0.05)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
sociological quarterly
</td>
<td style="padding-right: 12px; border: none;">
-0.13 (0.05)<sup style="vertical-align: 0px;">**</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.13 (0.05)<sup style="vertical-align: 0px;">**</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.13 (0.05)<sup style="vertical-align: 0px;">**</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
sociological science
</td>
<td style="padding-right: 12px; border: none;">
0.42 (0.08)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.45 (0.08)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.45 (0.08)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
sociology
</td>
<td style="padding-right: 12px; border: none;">
-0.57 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.57 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
-0.57 (0.04)<sup style="vertical-align: 0px;">***</sup>
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
year
</td>
<td style="padding-right: 12px; border: none;">
0.01 (0.00)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year)1
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.07 (0.11)
</td>
<td style="padding-right: 12px; border: none;">
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year)2
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.26 (0.06)<sup style="vertical-align: 0px;">***</sup>
</td>
<td style="padding-right: 12px; border: none;">
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year)3
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.09 (0.05)
</td>
<td style="padding-right: 12px; border: none;">
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year, degree = 5)1
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
-0.10 (0.20)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year, degree = 5)2
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.16 (0.27)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year, degree = 5)3
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.22 (0.28)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year, degree = 5)4
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.08 (0.12)
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
bs(year, degree = 5)5
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
</td>
<td style="padding-right: 12px; border: none;">
0.08 (0.06)
</td>
</tr>
<tr>
<td style="border-top: 1px solid black;">
R<sup style="vertical-align: 0px;">2</sup>
</td>
<td style="border-top: 1px solid black;">
0.28
</td>
<td style="border-top: 1px solid black;">
0.29
</td>
<td style="border-top: 1px solid black;">
0.29
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
Adj. R<sup style="vertical-align: 0px;">2</sup>
</td>
<td style="padding-right: 12px; border: none;">
0.28
</td>
<td style="padding-right: 12px; border: none;">
0.28
</td>
<td style="padding-right: 12px; border: none;">
0.28
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;">
Num. obs.
</td>
<td style="padding-right: 12px; border: none;">
8737
</td>
<td style="padding-right: 12px; border: none;">
8737
</td>
<td style="padding-right: 12px; border: none;">
8737
</td>
</tr>
<tr>
<td style="border-bottom: 2px solid black;">
RMSE
</td>
<td style="border-bottom: 2px solid black;">
0.85
</td>
<td style="border-bottom: 2px solid black;">
0.85
</td>
<td style="border-bottom: 2px solid black;">
0.85
</td>
</tr>
<tr>
<td style="padding-right: 12px; border: none;" colspan="5">
<span style="font-size:0.8em"><sup style="vertical-align: 0px;"><em><strong></sup>p &lt; 0.001, <sup style="vertical-align: 0px;"></strong></sup>p &lt; 0.01, <sup style="vertical-align: 0px;"></em></sup>p &lt; 0.05</span>
</td>
</tr>
</table>
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
</div>
</div>
<div id="predictions" class="section level3">
<h3>Predictions</h3>
<p>As the more complicated models with splines do not substantially improve model fit, the following predictions are based upon the linear model:</p>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
<pre class="r"><code> p_year_reg &lt;-  ggpredict(reg_lin, 'year') %&gt;%  
   ggplot(aes(x = x, y = predicted)) + geom_point(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(breaks = scales::pretty_breaks(n = 5), expand = c(0,0.05)) +
  scale_x_continuous( breaks = c(seq(1995, 2017, 1)), expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +
   theme(axis.text.x = element_text(angle = 90)) +
   labs( x = 'Year', y = 'Scaling Position\n(higher = more quantitative)')
# ggsave('output/socsci_wordfish_year_reg.png',
#         plot = p_year_reg,
#        width =  6, height = 9, dpi = 300)
 
 
p_source_reg &lt;-  ggpredict(reg_lin, 'source') %&gt;% mutate(x = get_x_labels(.)) %&gt;% 
 ggplot(aes(x = reorder(x, predicted), y = predicted)) + 
  geom_point(size = 2) + geom_errorbar(aes(ymin = conf.low, ymax = conf.high),
                                         width = 0.25) + 
  coord_flip() + theme_ipsum(axis_title_size  = 12, grid = 'Xx',
                             axis = 'X') +
  scale_y_continuous(breaks = scales::pretty_breaks(8)) + 
     labs(title = 'Generalist Sociology Journals: a Qualitative-Quantitative Divide?',
       subtitle = 'Aggregated unidimensional scaling of abstract texts (1995-2017)',
       x = 'Journal', y = 'Scaling Position (higher = more quantitative)')
# ggsave('output/socsci_wordfish_source_reg.png',
#         plot = p_source_reg,
#        width =  6, height = 9, dpi = 300)
 
p_grid_reg &lt;- plot_grid(p_source_reg + 
                          labs(title = NULL, subtitle = NULL, caption = NULL), 
          p_year_reg  + labs(title = NULL, subtitle = NULL, caption = NULL), 
           labels = c('(a)', '(b)'),
            label_size  = 12, label_fontface = 'plain',
         nrow = 2)
p_grid_reg</code></pre>
<!-- rnb-source-end -->
<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo4LCJzaXplX2JlaGF2aW9yIjoxLCJ3aWR0aCI6Nn0= -->
<p><img src="data:image/png;base64,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" 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<!-- rnb-plot-end -->
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<pre class="r"><code># ggsave('output/socsci_wordfish_combined_reg.png',
#         plot = p_grid_reg,
#        width =  8, height = 9, dpi = 300)</code></pre>
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</div>
</div>
<div id="appendix" class="section level2">
<h2>Appendix</h2>
<div id="number-of-authors-and-methodology" class="section level3">
<h3>Number of authors and methodology</h3>
<p>We examine whether, as argued in our paper, the use of quantitative methodology correlates with a higher number of authors per paper.</p>
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<div data-pagedtable="false">
<script data-pagedtable-source type="application/json">
{"columns":[{"label":["nr_authors"],"name":[1],"type":["dbl"],"align":["right"]},{"label":["n"],"name":[2],"type":["int"],"align":["right"]}],"data":[{"1":"1","2":"4060"},{"1":"2","2":"2945"},{"1":"3","2":"1226"},{"1":"4","2":"349"},{"1":"5","2":"101"},{"1":"6","2":"32"},{"1":"7","2":"13"},{"1":"8","2":"3"},{"1":"9","2":"3"},{"1":"12","2":"3"}],"options":{"columns":{"min":{},"max":[10],"total":[2]},"rows":{"min":[10],"max":[10],"total":[10]},"pages":{}}}
  </script>
</div>
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<p>We can now visualize the number of authors together with our scaling estimate for each publication in a scatter plot. Points are jittered slightly,a linear trend is shown with a blue line and publications with more than 7 authors are excluded:</p>
<!-- rnb-text-end -->
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<pre class="r"><code>df_auth %&gt;% ggplot(aes(x = nr_authors, y = theta)) + geom_jitter(alpha = 0.5) +
  geom_smooth(method = 'lm') + 
  theme_ipsum(axis_title_size  = 12, grid = 'XY', axis = 'XY') +
 
   scale_x_continuous(breaks = scales::pretty_breaks(9), limits = c(1,7)) +
  labs(x = 'Number of authors',
   y = 'Scaling position (higher = more quantitative)',
  caption = 'Publications with &gt; 7 authors excluded for visualisation purposes')</code></pre>
<!-- rnb-source-end -->
<!-- rnb-plot-begin eyJjb25kaXRpb25zIjpbXSwiaGVpZ2h0Ijo2LCJzaXplX2JlaGF2aW9yIjoxLCJ3aWR0aCI6OX0= -->
<p><img src="data:image/png;base64,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" /></p>
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<pre class="r"><code># ggsave('output/socsci_nrauth.png',  width =  9, height = 6, dpi = 300)</code></pre>
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<p>The plot indicates that more quantitative methodology is indeed associated with a higher number of coauthors. This can also be quantified with a pearson correlation while also including the few publications with more than seven authors:</p>
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<pre class="r"><code>options(scipen = 999)
library(psych)
auth_cor &lt;- df_auth %&gt;% select(theta, nr_authors) %&gt;% corr.test()
print(corr.p(auth_cor$r, n = 8737), short = FALSE)</code></pre>
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<!-- rnb-output-begin 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 -->
<pre><code>Call:corr.p(r = auth_cor$r, n = 8737)
Correlation matrix 
           theta nr_authors
theta       1.00       0.22
nr_authors  0.22       1.00
Sample Size 
[1] 8737
Probability values (Entries above the diagonal are adjusted for multiple tests.) 
           theta nr_authors
theta          0          0
nr_authors     0          0

 Confidence intervals based upon normal theory.  To get bootstrapped values, try cor.ci
            lower    r upper p
theta-nr_th   0.2 0.22  0.24 0</code></pre>
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<p>At last, we compare publications with one autor to coauthored papers and visualize the results with boxplots. The plot again suggests that for our dataset publications relying on quantitative methodology more often are written by multiple authors.</p>
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<pre class="r"><code>df_auth %&gt;% 
  mutate(coauthored = ifelse(nr_authors &gt; 1, 'Coauthored', 'Single author')) %&gt;% 
  ggplot(aes(y = theta, x = coauthored)) +
  geom_boxplot() +
  theme_ipsum(axis_title_size  = 12, grid = 'XY', axis = 'XY') +
  labs(x = 'Authors',
   y = 'Scaling position (higher = more quantitative)')</code></pre>
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<p><img 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<pre class="r"><code>ggsave('output/socsci_catauth.png',  width =  9, height = 6, dpi = 300)</code></pre>
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</div>
<div id="country-effects" class="section level3">
<h3>Country effects</h3>
<p>To analyze whether the methodology of articles is also influenced by the nationality of authors, we utilize the affiliations for each publication.</p>
<div id="data-preparation-1" class="section level4">
<h4>Data preparation</h4>
<p>First, we pass all affiliations to the Google Geocoding API. Please note that the corresponding raw data is not included in the replication material.</p>
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<pre class="r"><code>#devtools::install_github(&quot;dkahle/ggmap&quot;, ref = &quot;tidyup&quot;)
library(ggmap)
df &lt;- read_tsv('ssci_soc_journals_df_final.zip')
register_google() # insert your api Key here

# pull and split affiliations
toparse &lt;- df %&gt;% filter(!is.na(affiliations)) %&gt;%
  pull(affiliations) %&gt;% str_split(';') %&gt;%
  unlist() %&gt;%
  str_trim() %&gt;%
  unique()

# create list for results
df_list &lt;- vector(&quot;list&quot;, length(toparse))

# iterate over all affilations and retrieve geocodes
for (i in 1:length(toparse)) {
  #cat(&quot;\014&quot;)
  #cat(toparse[i])
  
  Sys.sleep(0.1)
  result &lt;-
    tryCatch(
      geocode(toparse[i], output = &quot;more&quot;, source = &quot;google&quot;),
      warning = function(w)
        data.frame(
          affiliation = toparse[i],
          lon = NA,
          lat = NA,
          address = NA
        )
    )
  result$affiliation &lt;- toparse[i]
  df_list[[i]] &lt;- result
}

final &lt;- bind_rows(df_list)
save.image('geocoding.RData') # store everything in an R environment</code></pre>
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<p>We then manually inspected the small number of cases where the API did not properly geocode the affiliations, corrected these cases and stored everything in a new dataset. This dataset includes the corresponding country for each affiliation.</p>
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<pre class="r"><code>geo &lt;- read_tsv('socjournals_geocoding_v2.tsv')
geo %&gt;% count(country, sort = TRUE)</code></pre>
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<pre class="r"><code>counts &lt;- geo %&gt;% group_by(country) %&gt;% 
  summarise(obs = n())</code></pre>
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<p>We merge the data with our main dataset and reshape it such that each row represents one affiliation. Some observations get lost in this process because affiliation data was not available for every article.</p>
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<pre class="r"><code># reloading the (zipped) main data frame
# exchange .zip with .tsv here if you didn't compress the data
df &lt;- read_tsv('ssci_soc_journals_df_final.zip')
df &lt;- df %&gt;% mutate(affiliation = str_split(affiliations, ';'),
                                              affiliation = affiliation %&gt;% 
                     map(str_trim)) %&gt;% unnest(affiliation)
comb &lt;- df %&gt;% left_join(geo %&gt;% select(affiliation,
                                        country, lon, lat))
comb %&gt;% sample_n(20) %&gt;% select(country, affiliation)</code></pre>
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<pre class="r"><code>NA</code></pre>
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<p>Now we create a country-based indicator:</p>
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<pre class="r"><code>agg &lt;- comb %&gt;% 
  mutate(region = case_when(is.na(country) ~ 'No affiliation data',
                            country == 'United States' ~ country,
                            country == 'United Kingdom' ~ country,
                            TRUE ~ 'Other Countries'))
agg %&gt;% count(region)</code></pre>
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<p>And aggregate for each publication:</p>
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<pre class="r"><code>agg &lt;- agg %&gt;% group_by(eid) %&gt;% 
  summarise(country_us = sum(region == 'United States'),
            country_uk = sum(region == 'United Kingdom'),
            country_other = sum(region == 'Other Countries'),
            country_none = sum(region == 'No affiliation data'),
            affiliations = first(affiliations),
            affil_count = ifelse(is.na(affiliations), NA, n()))
agg %&gt;% count(affil_count, sort = TRUE)

agg %&gt;% count(country_other, sort = TRUE)</code></pre>
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</div>
<div id="affiliation-map" class="section level4">
<h4>Affiliation map</h4>
<p>We can use the geocoded data to visualize affiliations for authors in our dataset by country.</p>
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<pre class="r"><code>library(sf)
library(hrbrthemes)
library(rworldmap)
library(rworldxtra)
library(ggrepel)
#library(extrafont)
#loadfonts(device = &quot;win&quot;)
world &lt;- getMap(resolution = &quot;high&quot;)
world &lt;- st_as_sf(world)</code></pre>
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<p>The world data works with slightly different names of some countries, which is why they need to be adjusted first:</p>
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<pre class="r"><code>adj_counts &lt;- comb %&gt;% count(country) %&gt;% mutate(
  obs = n,
  ADMIN.1 = case_when(country == 'Czechia' ~ 'Czech Republic',
                      country == 'Hong Kong' ~ 'Hong Kong S.A.R.',
                      country == 'Macau' ~ 'Macau S.A.R' ,
                      country == 'Palestine' ~ 'Israel',
                      country == 'Serbia' ~ 'Republic of Serbia',
                      country == 'United States' ~ 'United States of America',
                      TRUE ~ country)
)
affil &lt;- world %&gt;% left_join(adj_counts)
affil &lt;- affil %&gt;% 
  mutate(obs = ifelse(is.na(obs), 0, obs))</code></pre>
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<p>Now we create a categorical variable for affiliation counts per country:</p>
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<pre class="r"><code>affil &lt;- affil %&gt;% 
  mutate(obs_cat = case_when(
    obs == 0 ~ '0',
    obs &gt; 0 &amp; obs &lt;= 50 ~ '1 - 50',
    obs &gt; 51 &amp; obs &lt;= 100 ~ '51 - 100',
    obs &gt; 100 &amp; obs &lt;= 250 ~ '101 - 250',
    obs &gt; 250 &amp; obs &lt;= 1000 ~ '251 - 1000',
    obs &gt; 1000  ~  '&gt; 1000'
  ) %&gt;% as_factor() %&gt;% 
    fct_relevel('0', '1 - 50', '51 - 100', '101 - 250', '251 - 1000', '&gt; 1000' ))</code></pre>
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<p>Finally, we visualize this and highlight the five countries with the most affiliations:</p>
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<pre class="r"><code>affil &lt;- affil %&gt;% 
  mutate(NAME = as.character(NAME), 
         name_count = str_c(NAME, ' (n = ', as.character(obs), ')'),
         toshow = ifelse(obs &gt; 300, 
                         name_count, NA)) 
map_plot &lt;- ggplot(affil) +
    geom_sf(aes(fill = obs_cat)) +
    scale_fill_viridis_d() + 
  coord_sf( ylim = c(-40, 100), expand = FALSE) +
  geom_label_repel(aes(LON, LAT, label = toshow), size = 3.5, 
                   segment.size = 0.75, hjust = &quot;right&quot;, 
        color = 'black', nudge_x = 70) +
  theme_ipsum(axis_title_size  = 12, grid = 'Xx',
                             axis = 'X') + 
  theme(legend.position = c(0.08, 0.31),
        legend.background = element_blank(),
        legend.box.background = element_rect(colour = &quot;black&quot;)) +
  labs(fill = 'Affiliations', x = 'Longitude', y = 'Latitude') 
   
map_plot</code></pre>
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<p><img 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" /></p>
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<pre class="r"><code># ggsave('D:/Dropbox/kasus/PhD/projects/soc_journals/output/socsci_countrymap.png',
#         plot = map_plot,
#        width =  9, height = 5, dpi = 300)</code></pre>
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</div>
<div id="country-effect-regressions" class="section level4">
<h4>Country effect regressions</h4>
<p>We load the country data again and merge it with our regression dataframe from above. Now, we can compute relative shares for each country. As an example, <code>rel_uk</code> would indicate the proportion of authors for each publication whose affiliation is based in the United Kingdom.</p>
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<pre class="r"><code>geo &lt;- read_tsv('soc_journals_countrycounts.tsv') %&gt;%
  select(-affiliations) %&gt;%
  left_join(df_reg, by = 'eid') %&gt;%
  filter(country_none == 0) %&gt;%
  mutate(rel_uk = (country_uk / affil_count),
         rel_us = (country_us / affil_count),
         rel_other = (country_other / affil_count))</code></pre>
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<p>With this data, we fit linear models to examine the country effects while controlling for journal and time effects:</p>
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<pre class="r"><code>screenreg(list(reg_g, reg_g_2), stars = c(0.05, 0.01, 0.001),
          include.aic = TRUE, include.adjrs = TRUE,
          single.row = TRUE, include.rmse = TRUE,
       include.rsquared = TRUE)
</code></pre>
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<p>==================================================================== Model 1 Model 2<br />
——————————————————————– (Intercept) -10.47 (2.92) *** -29.78 (3.16) <strong><em> acta sociologica 0.06 (0.06)<br />
american sociological review 0.28 (0.04) </em></strong><br />
annual review of sociology -0.34 (0.06) ***<br />
british journal of sociology -0.55 (0.05) ***<br />
european sociological review 0.86 (0.05) ***<br />
social forces 0.57 (0.04) ***<br />
social problems -0.04 (0.05)<br />
social science research 0.93 (0.04) ***<br />
sociological forum -0.21 (0.05) ***<br />
sociological quarterly -0.14 (0.05) **<br />
sociological science 0.42 (0.08) ***<br />
sociology -0.57 (0.04) ***<br />
year 0.01 (0.00) *** 0.01 (0.00) <strong><em> rel_uk -0.77 (0.04) </em></strong> rel_us -0.01 (0.03)<br />
——————————————————————– R^2 0.28 0.07<br />
Adj. R^2 0.28 0.07<br />
Num. obs. 8489 8489<br />
RMSE 0.85 0.96<br />
==================================================================== *** p &lt; 0.001, ** p &lt; 0.01, * p &lt; 0.05</p>
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<p>Overall, the country data barely improve predictions of our scaling estimates. The next graph shows that there is a minor, negative effect for UK affiliations (meaning a preference for qualitative work) and no effect for US affiliations.</p>
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<pre class="r"><code> p_cntry_reg_uk &lt;-  ggpredict(reg_g_2, 'rel_uk') %&gt;%  
   ggplot(aes(x = x, y = predicted)) + geom_line(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(limits = c(-0.45, -0.10), 
                     breaks = scales::pretty_breaks(n = 6), 
                     expand = c(0,0.05)) +
  scale_x_continuous(labels = scales::percent, expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +
   labs( x = 'Share of authors with United Kingdom affiliations',
         y = 'Scaling Position\n(higher = more quantitative)')
 p_cntry_reg_us &lt;-  ggpredict(reg_g_2, 'rel_us') %&gt;%  
   ggplot(aes(x = x, y = predicted)) + geom_line(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(limits = c(-0.45, -0.10),
                     breaks = scales::pretty_breaks(n = 6), 
                     expand = c(0,0.05)) +
 scale_x_continuous(labels = scales::percent, expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +
   labs( x = 'Share of authors with United States affiliations', 
         y = 'Scaling Position\n(higher = more quantitative)')
p_grid_reg_g &lt;- plot_grid(p_cntry_reg_uk + 
                            labs(title = NULL, subtitle = NULL, caption = NULL), 
          p_cntry_reg_us  + labs(title = NULL, subtitle = NULL, caption = NULL), 
           labels = c('(a)', '(b)'),
            label_size  = 12, label_fontface = 'plain',
         nrow = 2)
p_grid_reg_g</code></pre>
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" /></p>
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<pre class="r"><code># ggsave('output/socsci_wordfish_geo_reg.png',
#         plot = p_grid_reg_g,
#        width =  8, height = 8, dpi = 300)</code></pre>
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</div>
</div>
<div id="correspondence-analysis" class="section level3">
<h3>Correspondence Analysis</h3>
<p>As another robustness check for our results, we used another dimensionality reduction technique, correspendence analysis, to scale the articles for two dimensions instead of only one. The results are very similar.</p>
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<pre class="r"><code>soc_ca &lt;- textmodel_ca(dfm_soc, nd = 2)
ca &lt;- coef(soc_ca, doc_dim = c(1,2), feat_dim = c(1,2))
ca_terms &lt;- ca$coef_feature %&gt;% as_tibble() %&gt;% 
  mutate(term =  rownames(ca$coef_feature),
         Dim1 = Dim1 * -1) # adjust order similar to that of the wordfish model
ca_docs &lt;- ca$coef_document %&gt;% as_tibble() %&gt;%
  mutate(doc =  rownames(ca$coef_document),
         Dim1 = Dim1 * -1) %&gt;% # adjust order similar to that of the wordfish model
  bind_cols(docvars(dfm_soc))
ca_docs$title &lt;- df$title</code></pre>
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<div id="term-level-dimensions" class="section level4">
<h4>Term level dimensions</h4>
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<pre class="r"><code>ca_term_p &lt;- ca_terms %&gt;% 
  ggplot(aes(x = Dim1, y = Dim2)) +  
  geom_point(aes(color = Dim1)) + 
  scale_color_gradient2(low = '#fc8d62', high = '#66c2a5') + 
  scale_y_continuous(breaks= pretty_breaks(n = 5)) + 
  scale_x_continuous(breaks= pretty_breaks(n = 6)) + 
  geom_text_repel(data = ca_terms %&gt;% filter(term %in% to_show),
                                        aes(label = term),
                  force = 1, direction = 'both',
                  size = 2.5,
                  arrow = arrow(length = unit(0.01, &quot;npc&quot;)),
                  segment.colour=&quot;grey10&quot;)  +
  guides('color' = &quot;none&quot;) + theme_ipsum(axis_title_size  = 12,
                                        grid=&quot;XY&quot;) +
  labs(x = 'Correspondence Analysis -  Dimension 1 (higher = more quantitative methodology)',
       y = 'Correspondence Analysis - Dimension 2')
ca_term_p</code></pre>
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" /></p>
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<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuIGdnc2F2ZSgnb3V0cHV0L3NvY3NjaV9jYV90ZXJtcy5wbmcnLFxuICAgICAgICBwbG90ID0gY2FfdGVybV9wLFxuICAgICAgICB3aWR0aCA9ICA5LCBoZWlnaHQgPSA3LCBkcGkgPSAzMDApXG5gYGAifQ== -->
<pre class="r"><code> ggsave('output/socsci_ca_terms.png',
        plot = ca_term_p,
        width =  9, height = 7, dpi = 300)</code></pre>
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<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
</div>
<div id="document-level-dimensions-two-exemplary-journals" class="section level4">
<h4>Document level dimensions (two exemplary journals)</h4>
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
<pre class="r"><code>ca_doc_p &lt;- ca_docs %&gt;% 
  filter(source %in% c('social science research',
                                 'sociology')) %&gt;% 
  ggplot(aes(x = Dim1, y = Dim2, color = source)) +
  geom_point(alpha = 0.5) + 
  geom_hline(yintercept = 0, linetype = 2) + 
  geom_vline(xintercept = 0, linetype = 2) +
  theme_ipsum(axis_title_size  = 12,
                                        grid=&quot;XY&quot;) +
    labs(x = 'Correspondence Analysis -  Dimension 1 (higher = more quantitative methodology)',
       y = 'Correspondence Analysis - Dimension 2')
ca_doc_p</code></pre>
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<p><img 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" /></p>
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<pre class="r"><code>ggsave('output/socsci_ca_docs.png',
      plot = ca_doc_p,
      width =  9, height = 7, dpi = 300)</code></pre>
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</div>
</div>
</div>
<div id="r-environment" class="section level2">
<h2>R Environment</h2>
<p>The following R package versions were used to for this document:</p>
<!-- rnb-text-end -->
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<pre class="r"><code>library(jaod)
library(tidyverse)
library(hrbrthemes)
library(quanteda)
library(spacyr) 
library(ggrepel)
library(cowplot)
library(ggmap)
library(stargazer)
library(scales)
library(splines)
library(ggeffects)
library(texreg)
library(sf)
library(rworldmap)
library(rworldxtra)
library(extrafont)
library(psych)
sessionInfo()</code></pre>
<!-- rnb-source-end -->
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<pre><code>R version 3.4.4 (2018-03-15)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Linux Mint 18.3

Matrix products: default
BLAS: /usr/lib/libblas/libblas.so.3.6.0
LAPACK: /usr/lib/lapack/liblapack.so.3.6.0

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               LC_TIME=en_US.UTF-8       
 [4] LC_COLLATE=en_US.UTF-8     LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  LC_ADDRESS=C              
[10] LC_TELEPHONE=C             LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] splines   stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] extrafont_0.17     rworldxtra_1.01    rworldmap_1.3-6    sp_1.3-1           sf_0.7-2          
 [6] ggmap_2.7.904      ggpubr_0.2         magrittr_1.5       psych_1.8.4        sjPlot_2.5.0      
[11] texreg_1.36.23     ggeffects_0.8.0    ggrepel_0.8.0      spacyr_0.9.91      hrbrthemes_0.5.0  
[16] jaod_0.1.0         bindrcpp_0.2.2     stargazer_5.2.2    stm_1.3.3          quanteda_1.3.14   
[21] cowplot_0.9.2.9900 scales_1.0.0.9000  forcats_0.3.0      stringr_1.3.1      dplyr_0.7.8       
[26] purrr_0.2.5        readr_1.1.1        tidyr_0.8.1        tibble_2.0.0       ggplot2_3.1.0     
[31] tidyverse_1.2.1    lubridate_1.7.4   

loaded via a namespace (and not attached):
  [1] TH.data_1.0-8      minqa_1.2.4        colorspace_1.3-2   rjson_0.2.20       class_7.3-14      
  [6] modeltools_0.2-21  ggridges_0.5.0     rsconnect_0.8.8    sjlabelled_1.0.16  rprojroot_1.3-2   
 [11] estimability_1.3   snakecase_0.9.1    base64enc_0.1-3    rstudioapi_0.7     glmmTMB_0.2.2.0   
 [16] DT_0.4             mvtnorm_1.0-8      coin_1.2-2         xml2_1.2.0         codetools_0.2-15  
 [21] mnormt_1.5-5       knitr_1.20         sjmisc_2.7.7       effects_4.0-2      bayesplot_1.5.0   
 [26] spam_2.2-1         jsonlite_1.6       nloptr_1.0.4       broom_0.5.0        Rttf2pt1_1.3.6    
 [31] png_0.1-7          compiler_3.4.4     httr_1.4.0         sjstats_0.17.3     emmeans_1.2.1     
 [36] backports_1.1.2    assertthat_0.2.0   Matrix_1.2-14      lazyeval_0.2.1     survey_3.33-2     
 [41] cli_1.0.1          htmltools_0.3.6    tools_3.4.4        dotCall64_1.0-0    coda_0.19-1       
 [46] gtable_0.2.0       glue_1.3.0         maps_3.3.0         fastmatch_1.1-0    Rcpp_1.0.0        
 [51] carData_3.0-1      cellranger_1.1.0   nlme_3.1-137       extrafontdb_1.0    stopwords_0.9.0   
 [56] lme4_1.1-17        rvest_0.3.2        stringdist_0.9.5.1 MASS_7.3-50        zoo_1.8-2         
 [61] hms_0.4.2          parallel_3.4.4     sandwich_2.4-0     pwr_1.2-2          TMB_1.7.14        
 [66] fields_9.6         yaml_2.1.19        stringi_1.2.4      maptools_0.9-2     e1071_1.6-8       
 [71] spData_0.2.9.0     bitops_1.0-6       RgoogleMaps_1.4.3  rlang_0.3.1.9000   pkgconfig_2.0.2   
 [76] arm_1.10-1         evaluate_0.10.1    lattice_0.20-35    prediction_0.3.6   bindr_0.1.1       
 [81] htmlwidgets_1.2    tidyselect_0.2.5   plyr_1.8.4         R6_2.3.0           multcomp_1.4-8    
 [86] DBI_1.0.0          foreign_0.8-70     pillar_1.3.1       haven_1.1.2        withr_2.1.2.9000  
 [91] units_0.6-0        survival_2.42-3    abind_1.4-5        nnet_7.3-12        modelr_0.1.2      
 [96] crayon_1.3.4       rmarkdown_1.10     jpeg_0.1-8         grid_3.4.4         readxl_1.1.0      
[101] data.table_1.11.8  classInt_0.2-3     digest_0.6.18      xtable_1.8-2       RcppParallel_4.4.0
[106] stats4_3.4.4       munsell_0.5.0     </code></pre>
<!-- rnb-output-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
<!-- rnb-text-end -->
</div>

<div id="rmd-source-code">---
title: 'The Methodological Divide of Sociology<br>R Code Documentation'
output:
  html_notebook:
    code_folding: hide
    theme: readable
    toc: yes
    toc_float:
      collapsed: no
      smooth_scroll: no
  html_document:
    df_print: paged
    toc: yes
---


```{r setup, include=FALSE}
#adjust your working directory here
knitr::opts_knit$set(root.dir = '/home/cs/Dropbox/kasus/PhD/projects/soc_journals')
```


```{r, message=FALSE, warning=FALSE}
# setting seed
set.seed(1337)

# loading libraries and preparing data for analysis
library(jaod)
library(tidyverse)
library(hrbrthemes)
library(quanteda)
library(spacyr) # see https://github.com/quanteda/spacyr for spacyr installation
library(ggrepel)
library(cowplot)
library(stargazer)
```




## Case selection

This document includes analysis for articles published in **Generalist Sociology Journals between 1995 and 2017**. The selection of journals is based upon the following criteria:


* Journals that achieved high ranks in the latest [Social Science Citation Index](https://en.wikipedia.org/wiki/Social_Sciences_Citation_Index) (SSCI).
* Journals that are considered to be generalist Sociology journals without either a theoretical / methodological (e.g. [Sociological Methods and Research](http://journals.sagepub.com/home/smr)) focus, or a domain-specific focus (e.g. [Journal of Marriage and Family](http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1741-3737)).
* Journal for which abstract texts are available in databases from 1995 to 2017.

In addition, the new generalist and journal [Sociological Science](https://www.sociologicalscience.com/) is included to see how open-access  publications differ in comparison to traditional journals in the field. As there is no *well defined population* of generalist Sociology journals, this case selection is obviously to some extent subjective.

The dataset includes the following journals:

* Annual Review of Sociology
* American Sociological Review
* American journal of Sociology
* European Sociological Review
* Social Forces
* Social Problems
* Sociology
* British Journal of Sociology
* Social Science Research
* Acta Sociologica
* Sociological Quarterly
* Sociological Forum
* Sociological Science 


## Data preparation

Creating the dataset consisted of several steps:

* Extracting data for Sociological Science via the [Directory of Open Access Journals](https://doaj.org/).


```{r message=FALSE, warning=FALSE, results='hide', eval = FALSE}
# extracts data for socsci from the doaj

socsci <- jaod_article_search(query = "issn:2330-6696", pageSize = 100,
                            page = 1)$result %>% bind_rows(
jaod_article_search(query = "issn:2330-6696", pageSize = 100,
                            page = 2)$results)

socsci <- socsci %>% transmute(
  eid = id, 
  year = bibjson.year %>% as.numeric(),
  abstract = bibjson.abstract,
  title = bibjson.title, 
  link = bibjson.link %>% map_chr(1),
  source = bibjson.journal.title %>% str_to_lower(),
  index_keywords = bibjson.keywords %>% 
    map_chr(str_c, collapse = '; '),
  authors = bibjson.author %>% map(~ pull(.x, name)),
  affiliations = bibjson.author %>% map(~ pull(.x, affiliation)),
  doi = bibjson.identifier %>% 
    map_chr(~ filter(.x, type == 'doi') %>% pull(id))
  ) %>% filter(year <= 2017)

socsci_write <- socsci %>%  mutate(authors = 
                   authors %>% 
                   map(str_c, collapse = '; ') %>% flatten_chr(),      
                   affiliations =     affiliations %>% 
                   map(str_c, collapse = '; ') %>%flatten_chr())

write_tsv(socsci_write, 'sociological_science.tsv')
```

* Extracting data for SSCI journals from the [Scopus](https://en.wikipedia.org/wiki/Scopus) database.
* Merging the data and applying some cleaning (e.g. different spellings for journals).

```{r message=FALSE, warning=FALSE, results = 'hide', eval = FALSE}
# reads in scopus data, normalizes names and merges with soc sci articles

df <- list.files('soc_journals_data/') %>% # path for publication files
  map(~ read_csv(str_c('soc_journals_data/', .)) %>% 
                             mutate_all(as.character) ) %>% bind_rows()%>% 
  set_names(snakecase::to_snake_case, sep_in = "\\.") %>%
  mutate(year = as.numeric(year), cites = as.numeric(cited_by),
         cites =  if_else(is.na(cites), 0, cites),
         # detect missing abstracts and authors
         abstract = replace(abstract, abstract == '[No abstract available]', 
                            NA),
         authors = replace(authors, authors == '[No author name available]', 
                            NA),
          source = str_to_lower(source_title), 
       type = str_to_lower(document_type)) %>% 
  select(eid, title, year,  cites, source,  authors,
           abstract,  affiliations, authors_with_affiliations,
         correspondence_address, author_keywords, index_keywords,
         funding_details, funding_text, references,  
          doi, link,  publisher, language_of_original_document, type) %>% 
  distinct(eid, .keep_all = TRUE) %>% 
  # unify journal names
   mutate(source = case_when(
                             source == 'ajs; american journal of sociology' ~
                               'american journal of sociology',
                             source == 'the british journal of sociology' ~
                               'british journal of sociology',
                             TRUE ~ source))

# combine and store data
socsci <- read_tsv('../sociological_science.tsv') %>% 
  mutate(type = 'article')

df <- bind_rows(df, socsci)
write_tsv(df, '../ssci_soc_journals_df.tsv')
```

After these steps, an additional round of preparation and cleaning follows:

* Only articles and articles in press are considered (no book reviews, errata, etc.).
* Only articles with abstracts are considered (true for most publications in this dataset).
* Noise within abstracts is removed (e.g. keywords and copyright entries).

```{r, message=FALSE, warning=FALSE, results = 'hide', eval = FALSE}
df <- read_tsv('ssci_soc_journals_df.tsv') %>% 
  # only keep articles
   filter(type %in% c('article', 'article in press')) %>% 
   filter(year <= 2017 & !is.na(abstract)) %>% # remove missing abstracts
   filter(source %in%  # remove out-of-sample observations
              c('american journal of sociology', 
                 'american sociological review', 
                'social forces', 'european sociological review', 
                'annual review of sociology', 'sociology', 
                'social problems', 'social science research', 
                'sociological science', 'british journal of sociology',
                'acta sociologica',
                'sociological quarterly', 'sociological forum')) %>% 
  distinct(abstract, .keep_all = TRUE) %>% 
  mutate(
 source = as.factor(source),
 # detect and remove keywords and copyrights in abstracts
 abstract = case_when(str_detect(abstract, 'Keywords:') ~ 
                        str_split(abstract, 'Keywords:') %>% map_chr(1),
                      TRUE ~ abstract),
 abstract = str_split(abstract, '©') %>% map_chr(1))

write_tsv(df, 'ssci_soc_journals_df_final.tsv')
```


## Data analysis

```{r message=FALSE, warning=FALSE, results = 'hide'}
# reloading the data frame
df <- read_tsv('ssci_soc_journals_df_final.tsv')
```


The dataset contains `r nrow(df)` publications. 




As the sample includes the most recognized journals in the field from 1995 onwards, some of the papers reached a very high number of citations. The following table shows the  most-cited papers in the dataset.

```{r}
df %>% 
    arrange(desc(cites)) %>% select(cites, title, authors, source, year) %>%
  head(100) %>%     DT::datatable(  options = list(
      lengthMenu = c(5, 10, 20)))
```


Moving away from single publications, the next plot shows the number of articles published per journal.

```{r fig.height=6, fig.width=9}
df %>% count(source) %>% 
  ggplot(aes(x = reorder(source, n) , y = n)) + geom_col() + coord_flip() +
  theme_ipsum(axis_title_size = 13, axis = 'Xx', grid = 'Xx')  + 
  scale_y_comma(breaks = scales::pretty_breaks(n = 6)) +
  labs(y = 'No. of Articles', x = 'Journal')

 # ggsave('output/socsci_articles_per_journal.png',
 #        width =  9, height = 6, dpi = 300)
```

It can be seen that Social Science Research and Social Forces published the most articles.  The number for Sociological Science is low because the journal first started publishing in 2014, while the other journals have been around for more than 20 years. As for the Annual Review of Sociology, the small share of publications is also unsurprising because reviews are not included in the dataset and the publication output of annual journals is naturally low.

## Text as data

The main part of this document deals with analysis on textual data. Because texts are messy, this also requires intensive preprocessing.

In a first step, all abstracts are parsed with the [spaCy](https://spacy.io/) library. While easier methods are available in several R packages, spaCy enables the [lemmatization](https://en.wikipedia.org/wiki/Lemmatisation) of words. Lemmatizaion is useful for combining words with similar semantic meaning (e.g. *walk, walked, walking*) to a single feature (e.g. *walk*).

```{r message=FALSE, warning=FALSE, results = 'hide', eval = FALSE}
# running the spacy parser and saving results
# spacy_install()
spacy_initialize(model = 'en' ,refresh_settings = TRUE)
parsed <- spacy_parse(df$abstract)
spacy_finalize()
save.image('soc_journals_spacy.RData')
```

After that, additional preprocessing steps are taken:

* converting all abstracts to the [bag of words](https://en.wikipedia.org/wiki/Bag-of-words_model) format.
* removing stopwords (e.g. *the, and*) and empty strings from the lemma tokens.
* unifying tokens for different UK / US spellings.
* detecting and connecting collocations (e.g. *united states*).
* converting tokens into a document-feature matrix.
* removing terms which don't occur in at least 50 abstracts (important for robustness of results).


```{r message=FALSE, warning=FALSE, results = 'hide'}
load('soc_journals_spacy.RData') # loads lemma
 
 soc_tokens <- as.tokens(parsed, use_lemma = TRUE) %>% 
   tokens(remove_punct = TRUE, remove_numbers = TRUE) %>% 
     tokens_tolower() %>% 
  tokens_remove(c(stopwords('english'), 'copyright',
                  'author', 'authors', 'article','paper',
                  'review', 'reviews','research', '-pron-', "'s",
                  '’s'),  min_nchar = 1L,  padding = TRUE) 
 
UK <- c('labour', 'centre', 'colour', 'flavour', 'humour', 'neighbour',
        'neighbourhood', 'defence', 'offence', 'analyse', 'behaviour',
        'organisation', 'organisational')

US <- c('labor', 'center', 'color', 'flavor', 'humor', 'neighbor',
        'neighborhood', 'defense', 'offense', 'analyze', 'behavior',
        'organization', 'organizational')

soc_tokens <- tokens_replace(soc_tokens, UK, US)

coll <- textstat_collocations(soc_tokens, min_count = 50)
soc_tokens <- tokens_compound(soc_tokens, coll, join = FALSE)
docvars(soc_tokens) <- df %>% 
  select(abstract, source, year) %>% rename(text = 'abstract')

bigrams <- c('per_cent')
unigrams <- c('percent')
soc_tokens <- tokens_replace(soc_tokens, bigrams, unigrams)

dfm_soc <- soc_tokens %>% dfm() %>% dfm_select(min_nchar = 2L) %>% 
  dfm_trim(min_docfreq = 50) %>%  # minimum 50 documents (removes rare terms)
   dfm_trim(max_docfreq = 0.25,
            docfreq_type = 'prop') # maximum in 25 percent of documents (stop words)

soc_grouped <- dfm_group(dfm_soc, groups = 'source') # grouped dfm for keyness
```

The final document-feature matrix contains `r ndoc(dfm_soc)` observations (abstracts) and `r nfeat(dfm_soc)` different features (terms) for a total of `r sum(ntoken(dfm_soc))` tokens. A wordcloud illustrates the most commonly used terms in all abstracts, where more frequent terms are larger in size.

```{r fig.height=8, fig.width=8}
#png('output/socsci_wordcloud.png', res = 300,
 #   width =  7, height = 7, units = 'in')
textplot_wordcloud(dfm_soc, max_words = 100, color = 'black',
                   min_size = 0.1, max_size = 3)
#dev.off()
```

The output shows that the generalist journals cover a broad range of topics (e.g. *political, woman, work, cultural, ..*). Moreover, many of the most common terms could be labeled as "science slang" (e.g *analysis, theory, increase, mode*).


## Key terms for each journal

The following table shows [key](https://www.rdocumentation.org/packages/quanteda/versions/0.99.22/topics/keyness) terms for each journal (in comparison to all other journals) based upon chi-squared tests with Yates correction. These terms are appear more frequently in abstracts from the corresponding journal than what would be expected by chance. While this approach is sensitive to very rare terms in the entire corpus, the current feature selection from above (only keeping terms appearing in at least 50 abstracts) adds stability. For each term, the frequency within abstracts from the journals is included in parentheses.


```{r message=FALSE, warning=FALSE}
all_keys <- docnames(soc_grouped) %>% map(function(x) {
  textstat_keyness(soc_grouped, target = x, measure = 'chi2') %>% 
    mutate(target = x)}
) %>% bind_rows()


pro_keys <- all_keys  %>% select(feature,chi2, target, n_target) %>% 
                                  group_by(target) %>% 
arrange(desc(chi2)) %>% slice(1:10) %>%  
summarise(terms = str_c(feature,' (', n_target, '), ', collapse = '') %>% 
            str_sub(1L, -3L),
          target_counts = list(n_target)) %>% 
rename(journal = target, key_terms = terms)

pro_keys %>% select(journal, key_terms) %>% 
  knitr::kable(caption = 'Key terms for each journal (counts in parentheses).')

```

```{r, results = 'hide', eval = FALSE}
# stargazer table
stargazer(pro_keys %>% select(journal, key_terms),
          summary = FALSE, rownames = FALSE)
```

## Unidimensional scaling

The main focus of this work is to answer the question whether the quantitative-qualitative divide as potentially the most polarizing dimension for Sociology publications in these journals. Moreover, we want to investigate this polarization across journals and over time.

There are several methods for automated text analysis which could be used to shed light on this (e.g. Latent Semantic Analysis, Topic Modeling). In this case however, we apply a method which has originally been developed for Political Science applications, the [Wordfish](http://onlinelibrary.wiley.com/doi/10.1111/j.1540-5907.2008.00338.x/full) scaling model. Wordfish is commonly used by Political Scientists to position actors along a single ideological dimension. This could be for instance the economic position of parties, captured by the terms they use in party manifestos. The underlying statistical model is count based and assumes a Poisson distribution, with one parameter $\lambda$, of words. The functional form is as follows:

$$ wordcount_{ij} \sim Poisson(\lambda_{ij})$$
$$\lambda_{ij} = exp(\alpha_{i} + \psi_{j} + \beta_{j} * \theta_{i}) $$
Applied to the Sociology abstracts, this models the number of times abstract $i$ inludes term $j$.

* Alpha $\alpha$ is a document-level-fixed effect, controlling for some abstracts including more terms than others.
* Psi $\psi$ is word-fixed-effect, controlling for some terms being used more frequently than others.
* Beta $\beta$ is the estimate weight for each term used to position the documents on the one-dimensional scale.
* Theta $\theta$ is the estimate for each document (abstract) on the one-dimensional scale.

```{r, eval = FALSE}
# this code chunk will not be evaluated
wf_soc <- textmodel_wordfish(dfm_soc, dir = c(2, 1),
                             sparse = TRUE) # see github discussions
wf_terms <- tibble(feature = wf_soc$features, beta = wf_soc$beta, 
                 psi = wf_soc$psi)
wf_groups <- tibble(groups = wf_soc$docs, theta = wf_soc$theta,
                    theta_se = wf_soc$se.theta)

save(wf_soc, wf_terms,wf_groups,
     file = 'soc_journals_wordfish.RData')
save.image(compress = 'bzip2')
```

A priori, one can only assume what the single dimension modeled by wordfish will represent and after fitting the model, validation is necessary to understand what the estimated parameters actually capture. For this work, the a priori assumption was that the one dimensional scaling reveals a divide between qualitative and quantitative publications.

```{r message=FALSE, warning=FALSE, results='hide'}
# Reload libraries and data
library(tidyverse)
library(hrbrthemes)
library(quanteda)
library(ggrepel)
library(cowplot)
library(stargazer)
library(scales)
library(splines)
library(ggeffects)
library(texreg)

load('soc_journals_spacy.RData') # loads lemma
load('soc_journals_wordfish.RData') # loads scaling model
```

### Understanding the latent dimension


Parameter distributions:

```{r fig.height=6, fig.width=6}
p_psi <- wf_terms %>% ggplot(aes(x = psi)) +
  geom_density() + theme_ipsum(axis_title_size  = 12) + 
  labs(x = 'Term fixed effects (Psi)', y = 'Density')
p_beta <- wf_terms %>% ggplot(aes(x = beta)) +
  geom_density()  + theme_ipsum(axis_title_size  = 12) + 
  labs(x = 'Term weights (Beta)', y = 'Density')
p_theta <- wf_groups %>% ggplot(aes(x = theta)) +
  geom_density()  + theme_ipsum(axis_title_size  = 12) + 
  labs(x = '1d scaling positions (Theta)', y = 'Density')



p_grid <- plot_grid(p_psi, p_beta, p_theta,
           labels = c(NULL),
            label_size  = 12, label_fontface = 'plain',
         ncol = 1)
p_grid
# 
# ggsave('output/soc_journals_wf_params.png', p_grid, 
#        dpi = 300, height = 7, width = 7)
```


Term weights and fixed effects:

```{r}
wf_terms %>% arrange(beta) %>% 
  DT::datatable()
```


To understand which latent dimension is captured by the model, terms and their corresponding $\beta$ and $\phi$ values are examined. Visualizing and labeling all `r nfeat(dfm_soc)` terms is not feasible, therefore the following plot shows estimates for every term, but only labels for several of them.


```{r fig.height=7, fig.width=9}

# select terms to show in plot
to_show <- c('qualitative', 'quantitative', 'n=', 'ols', 'probit',
            'kindergarten',  'theorise', 'foucault', 'analysis',
            'organization', 'interview', 'recognise', 'bourdieu',
            'theory',  'hypothesis', 'causal_effect', 'change',
            'regression', 'discourse', 	'subjectivity', 'text',
            'knowledge', 'culture', 'radical', 'hispanic',
             'fix_effect', 'hegemony', 'unobserved', 'parent', 'man',
            'logit', 	 'nativity', 'full_time', 'sociology', 'politic',
            'social_theory', 'epistemology', 'marital', 'paternal',
            'migrant', 'cosmopolitanism', 'nonmarital', 'radical', 'protest',
            'black_woman', 'full_time', 'luhmann', 'social_movement',
            'feminist', 'mother', 'labor', 'work', 'public_policy',
            'survey', 'panel_study', 'relationship', 'matching',
            'family_structure', 'bourdieu', 'object', 'discursive',
            'discourse', 'intellectual', 'statistically_significant',
            'neoliberal', 'average', 'distribution', 'child', 'gender_role',
            'predict', 'income_dynamics', 'framing',  'multilevel',
            'ethnographic', 'logistic', 'civil_society', 'weber',
            'longitudinal_survey', 'ethnic', 'logistic', 'divorce', 'black',
            'cohabit', 'cohabitation', 'ground', 'woman', 'life_course')

p_terms <- wf_terms %>% 

  ggplot(aes(x = beta, y = psi)) +  
  geom_point(aes(color = beta)) + 
  scale_color_gradient2(low = '#fc8d62', high = '#66c2a5', mid = 'grey90') + 
  scale_y_continuous(expand = c(0.08,0.0),  breaks= pretty_breaks(n = 5),
                     limits = c(-10, -1)) + 
  scale_x_continuous(expand = c(0.08,0.00),
                     breaks= pretty_breaks(n = 6)) + 
  geom_text_repel(data = wf_terms %>% filter(feature %in% to_show),
                                        aes(label = feature),
                  force = 1, direction = 'both',
                  size = 3,
                  arrow = arrow(length = unit(0.01, "npc")),
                  segment.colour="grey10") + 
  guides('color' = "none")+ theme_ipsum(axis_title_size  = 12,
                                        grid="XY") +
  labs(title = 'Generalist Sociology Journals: a Qualitative-Quantitative Divide?',
       subtitle = 'Unidimensional scaling of abstract texts (1995-2017)',
       x = 'Term Weight (higher = more quantitative methodology)', y = 'Term Fixed Effect (higher = more frequent terms)',
       caption = 'Weights position terms on the 1d scale. Terms with high fixed effects occur more frequently.')
p_terms

 # ggsave('output/socsci_wordfish.png',
 #        plot = p_terms + labs(title = NULL, subtitle = NULL, caption = NULL),
 #        width =  9, height = 7, dpi = 300)
```


The next plot shows the distribution of the abstract level scaling positions (theta):

```{r message=FALSE, warning=FALSE}
mean_theta = mean(wf_groups$theta)
wf_groups %>% ggplot(aes(theta, fill = theta)) +
  geom_histogram() +
  theme_ipsum(axis_title_size  = 12) +
  geom_vline(xintercept=mean_theta, linetype=2)

# ggsave('output/socsci_theta_hist.png',
#        width =  8, height = 6, dpi = 300)
```


For further validation the following tables include abstracts with the most extrem positions ($\theta$) on the 1d scale. While these do not represent "average publications", inspecting them is very useful for making sense of the scaling model.

First, publications with low theta values, e.g. including rather orange than green terms from the plot above: 

```{r}
df %>% bind_cols(wf_groups) %>% arrange(theta) %>% 
  distinct(title, .keep_all = TRUE) %>% head(50) %>% 
  mutate(authors =  authors %>% map_chr( ~ str_c(.x, collapse = ', '))) %>% 
  select(theta, title, source, authors, year, abstract) %>% 
  mutate(theta = round(theta, 2)) %>% 
    DT::datatable(  options = list(
      lengthMenu = c(1, 2, 5)))
```

In comparison, these are publications from the other extreme of the spectrum (high $\theta$ values):


```{r}
df %>% bind_cols(wf_groups) %>% arrange(desc(theta)) %>% 
  distinct(title, .keep_all = TRUE) %>% head(50) %>% 
    mutate(authors =  authors %>% map_chr( ~ str_c(.x, collapse = ', '))) %>% 
    select(theta, title, source, authors, year, abstract) %>% 
    mutate(theta = round(theta, 2)) %>% 
    DT::datatable(  options = list(
      lengthMenu = c(1, 2, 5)))
```

## Journal and Time effects


### Regression framework

To analyze journal and time effects, three OLS regressions are used for the scaling estimates of all abstracts:

  - Model 1 with linear effect for year
  - Model 2 with polynomial spline for year (3 degrees of freedom)
  - Model 3 with polynomial spline for year (5 degrees of freedom)

#### Regression table

```{r message=FALSE, warning=FALSE, results='asis'}

df_reg <- df %>% bind_cols(wf_groups) %>% 
  mutate(year = as.numeric(year),
         source = as.factor(source) %>% 
           relevel(ref = 'american journal of sociology'))


reg <- lm(theta ~ source + bs(year), data = df_reg)
reg2 <- lm(theta ~ source +  bs(year, degree = 5), data = df_reg)
reg_lin <- lm(theta ~ source + year, data = df_reg)
names(reg$coefficients) <- str_replace_all(names(reg$coefficients),
                                           'source', '')
names(reg_lin$coefficients) <- str_replace_all(names(reg_lin$coefficients), 
                                           'source', '')
names(reg2$coefficients) <- str_replace_all(names(reg2$coefficients), 
                                           'source', '')

htmlreg(list(reg_lin, reg, reg2), stars = c(0.05, 0.01, 0.001),
          include.aic = TRUE, include.adjrs = TRUE,
          single.row = TRUE, include.rmse = TRUE,
       include.rsquared = TRUE) 
```


### Predictions

As the more complicated models with splines do not substantially improve model fit, the following predictions are based upon the linear model:

```{r fig.height=8, fig.width=6}
 p_year_reg <-  ggpredict(reg_lin, 'year') %>%  
   ggplot(aes(x = x, y = predicted)) + geom_point(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(breaks = scales::pretty_breaks(n = 5), expand = c(0,0.05)) +
  scale_x_continuous( breaks = c(seq(1995, 2017, 1)), expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +
   theme(axis.text.x = element_text(angle = 90)) +
   labs( x = 'Year', y = 'Scaling Position\n(higher = more quantitative)')

# ggsave('output/socsci_wordfish_year_reg.png',
#         plot = p_year_reg,
#        width =  6, height = 9, dpi = 300)
 
 
p_source_reg <-  ggpredict(reg_lin, 'source') %>% mutate(x = get_x_labels(.)) %>% 
 ggplot(aes(x = reorder(x, predicted), y = predicted)) + 
  geom_point(size = 2) + geom_errorbar(aes(ymin = conf.low, ymax = conf.high),
                                         width = 0.25) + 
  coord_flip() + theme_ipsum(axis_title_size  = 12, grid = 'Xx',
                             axis = 'X') +
  scale_y_continuous(breaks = scales::pretty_breaks(8)) + 
     labs(title = 'Generalist Sociology Journals: a Qualitative-Quantitative Divide?',
       subtitle = 'Aggregated unidimensional scaling of abstract texts (1995-2017)',
       x = 'Journal', y = 'Scaling Position (higher = more quantitative)')


# ggsave('output/socsci_wordfish_source_reg.png',
#         plot = p_source_reg,
#        width =  6, height = 9, dpi = 300)
 

p_grid_reg <- plot_grid(p_source_reg + 
                          labs(title = NULL, subtitle = NULL, caption = NULL), 
          p_year_reg  + labs(title = NULL, subtitle = NULL, caption = NULL), 
           labels = c('(a)', '(b)'),
            label_size  = 12, label_fontface = 'plain',
         nrow = 2)
p_grid_reg

# ggsave('output/socsci_wordfish_combined_reg.png',
#         plot = p_grid_reg,
#        width =  8, height = 9, dpi = 300)
```

## Appendix



### Number of authors and methodology

We examine whether, as argued in our paper, the use of quantitative methodology correlates with a higher number of authors per paper.

```{r message=FALSE, warning=FALSE, results = 'hide'}
df_auth <- read_tsv('ssci_soc_journals_df_final.tsv') %>% 
  mutate(nr_authors = str_count(authors, ',') + 1 ) %>% 
  # count commata which separate authors
  bind_cols(wf_groups) %>% 
  select(authors, nr_authors, theta, title) %>% 
  drop_na() # drop 2 cases with mission author strings

df_auth %>% count(nr_authors, sort = TRUE)
```

We can now visualize the number of authors together with our scaling estimate for each publication in a scatter plot. Points are jittered slightly,a linear trend is shown with a blue line and publications with more than 7 authors are excluded:

```{r fig.height=6, fig.width=9, message=FALSE, warning=FALSE}
df_auth %>% ggplot(aes(x = nr_authors, y = theta)) + geom_jitter(alpha = 0.5) +
  geom_smooth(method = 'lm') + 
  theme_ipsum(axis_title_size  = 12, grid = 'XY', axis = 'XY') +
 
   scale_x_continuous(breaks = scales::pretty_breaks(9), limits = c(1,7)) +
  labs(x = 'Number of authors',
   y = 'Scaling position (higher = more quantitative)',
  caption = 'Publications with > 7 authors excluded for visualisation purposes')


# ggsave('output/socsci_nrauth.png',  width =  9, height = 6, dpi = 300)
```



The plot indicates that more quantitative methodology is indeed associated with a higher number of coauthors. This can also be quantified with a pearson correlation while also including the few publications with more than seven authors:

```{r message=FALSE, warning=FALSE}
options(scipen = 999)
library(psych)

auth_cor <- df_auth %>% select(theta, nr_authors) %>% corr.test()
print(corr.p(auth_cor$r, n = 8737), short = FALSE)
```

At last, we compare publications with one autor to coauthored papers and visualize the results with boxplots. The plot again suggests that for our dataset publications relying on quantitative methodology more often are written by multiple authors.

```{r fig.height=6, fig.width=9}
df_auth %>% 
  mutate(coauthored = ifelse(nr_authors > 1, 'Coauthored', 'Single author')) %>% 
  ggplot(aes(y = theta, x = coauthored)) +
  geom_boxplot() +
  theme_ipsum(axis_title_size  = 12, grid = 'XY', axis = 'XY') +
  labs(x = 'Authors',
   y = 'Scaling position (higher = more quantitative)')

ggsave('output/socsci_catauth.png',  width =  9, height = 6, dpi = 300)
```


### Country effects

To analyze whether the methodology of articles is also influenced by the nationality of authors, we utilize the affiliations for each publication.

#### Data preparation

First, we pass all affiliations to the Google Geocoding API. Please note that the corresponding raw data is not included in the replication material.

```{r message=FALSE, warning=FALSE, eval = FALSE}
#devtools::install_github("dkahle/ggmap", ref = "tidyup")
library(ggmap)
df <- read_tsv('ssci_soc_journals_df_final.zip')
register_google() # insert your api Key here

# pull and split affiliations
toparse <- df %>% filter(!is.na(affiliations)) %>%
  pull(affiliations) %>% str_split(';') %>%
  unlist() %>%
  str_trim() %>%
  unique()

# create list for results
df_list <- vector("list", length(toparse))

# iterate over all affilations and retrieve geocodes
for (i in 1:length(toparse)) {
  #cat("\014")
  #cat(toparse[i])
  
  Sys.sleep(0.1)
  result <-
    tryCatch(
      geocode(toparse[i], output = "more", source = "google"),
      warning = function(w)
        data.frame(
          affiliation = toparse[i],
          lon = NA,
          lat = NA,
          address = NA
        )
    )
  result$affiliation <- toparse[i]
  df_list[[i]] <- result
}

final <- bind_rows(df_list)
save.image('geocoding.RData') # store everything in an R environment
```

We then manually inspected the small number of cases where the API did not properly geocode the affiliations, corrected these cases and stored everything in a new dataset. This dataset includes the corresponding country for each affiliation.

```{r message=FALSE, warning=FALSE}

geo <- read_tsv('socjournals_geocoding.tsv')

geo %>% count(country, sort = TRUE)

counts <- geo %>% group_by(country) %>% 
  summarise(obs = n())
```


We merge the data with our main dataset and reshape it such that each row represents one affiliation. Some observations get lost in this process because affiliation data was not available for every article.


```{r message=FALSE, warning=FALSE}
# reloading the  main data frame
main <- read_tsv('ssci_soc_journals_df_final.tsv')
main <- main %>% mutate(affiliation = str_split(affiliations, ';'),
                                              affiliation = affiliation %>% 
                     map(str_trim)) %>% unnest(affiliation)

comb <- main %>% left_join(geo %>% select(affiliation,
                                        country, lon, lat))
comb %>% sample_n(20) %>% select(country, affiliation)
  
```

Now we create a country-based indicator:

```{r}
agg <- comb %>% 
  mutate(region = case_when(is.na(country) ~ 'No affiliation data',
                            country == 'United States' ~ country,
                            country == 'United Kingdom' ~ country,
                            TRUE ~ 'Other Countries'))
agg %>% count(region)
```

And aggregate for each publication:

```{r}
agg <- agg %>% group_by(eid) %>% 
  summarise(country_us = sum(region == 'United States'),
            country_uk = sum(region == 'United Kingdom'),
            country_other = sum(region == 'Other Countries'),
            country_none = sum(region == 'No affiliation data'),
            affiliations = first(affiliations),
            affil_count = ifelse(is.na(affiliations), NA, n()))

agg %>% count(affil_count, sort = TRUE) # number of authors per publication

agg %>% write_tsv('soc_journals_countrycounts.tsv')
```

#### Affiliation map

We can use the geocoded data to visualize affiliations for authors in our dataset by country.

```{r message=FALSE, warning=FALSE, results = 'hide'}
library(sf)
library(hrbrthemes)
library(rworldmap)
library(rworldxtra)
library(ggrepel)
#library(extrafont)
#loadfonts(device = "win")
world <- getMap(resolution = "high")
world <- st_as_sf(world)
```


The world data works with slightly different names of some countries, which is why they need to be adjusted first:

```{r message=FALSE, warning=FALSE}
adj_counts <- comb %>% count(country) %>% mutate(
  obs = n,
  ADMIN.1 = case_when(country == 'Czechia' ~ 'Czech Republic',
                      country == 'Hong Kong' ~ 'Hong Kong S.A.R.',
                      country == 'Macau' ~ 'Macau S.A.R' ,
                      country == 'Palestine' ~ 'Israel',
                      country == 'Serbia' ~ 'Republic of Serbia',
                      country == 'United States' ~ 'United States of America',
                      TRUE ~ country)
)

affil <- world %>% left_join(adj_counts)
affil <- affil %>% 
  mutate(obs = ifelse(is.na(obs), 0, obs))
```

Now we create a categorical variable for affiliation counts per country:

```{r}
affil <- affil %>% 
  mutate(obs_cat = case_when(
    obs == 0 ~ '0',
    obs > 0 & obs <= 50 ~ '1 - 50',
    obs > 51 & obs <= 100 ~ '51 - 100',
    obs > 100 & obs <= 250 ~ '101 - 250',
    obs > 250 & obs <= 1000 ~ '251 - 1000',
    obs > 1000  ~  '> 1000'
  ) %>% as_factor() %>% 
    fct_relevel('0', '1 - 50', '51 - 100', '101 - 250', '251 - 1000', '> 1000' ))

```

Finally, we visualize this and highlight the five countries with the most affiliations:

```{r fig.height=5, fig.width=9, message=FALSE, warning=FALSE}
affil <- affil %>% 
  mutate(NAME = as.character(NAME), 
         name_count = str_c(NAME, ' (n = ', as.character(obs), ')'),
         toshow = ifelse(obs > 300, 
                         name_count, NA)) 
map_plot <- ggplot(affil) +
    geom_sf(aes(fill = obs_cat)) +
    scale_fill_viridis_d() + 
  coord_sf( ylim = c(-40, 100), expand = FALSE) +
  geom_label_repel(aes(LON, LAT, label = toshow), size = 3.5, 
                   segment.size = 0.75, hjust = "right", 
        color = 'black', nudge_x = 70) +
  theme_ipsum(axis_title_size  = 12, grid = 'Xx',
                             axis = 'X') + 
  theme(legend.position = c(0.08, 0.31),
        legend.background = element_blank(),
        legend.box.background = element_rect(colour = "black")) +
  labs(fill = 'Affiliations', x = 'Longitude', y = 'Latitude') 
   
map_plot

# ggsave('output/socsci_countrymap.png',
#         plot = map_plot,
#        width =  9, height = 5, dpi = 300)
```


#### Country effect regressions

We load the country data again and merge it with our regression dataframe from above. Now, we can compute relative shares for each country. As an example, `rel_uk` would indicate the proportion of authors for each publication whose affiliation is based in the United Kingdom.

```{r message=FALSE, warning=FALSE}
geo <- read_tsv('soc_journals_countrycounts.tsv') %>%
  select(-affiliations) %>%
  left_join(df_reg, by = 'eid') %>%
  filter(country_none == 0) %>%
  mutate(rel_uk = (country_uk / affil_count),
         rel_us = (country_us / affil_count),
         rel_other = (country_other / affil_count))
```

With this data, we fit linear models to examine the country effects while controlling for journal and time effects:

```{r message=FALSE, warning=FALSE, results='asis'}
reg_g <-  lm(theta ~ source + year, data = geo)
names(reg_g$coefficients) <- str_replace_all(names(reg_g$coefficients),
                                           'source', '')
reg_g_2 <- lm(theta ~ source + rel_uk + rel_us + year, data = geo)
# rel_other is ommited because of collinearity
names(reg_g_2$coefficients) <- str_replace_all(names(reg_g_2$coefficients), 
                                           'source', '')


htmlreg(list(reg_g, reg_g_2), stars = c(0.05, 0.01, 0.001),
          include.aic = TRUE, include.adjrs = TRUE,
          single.row = TRUE, include.rmse = TRUE,
       include.rsquared = TRUE)
```

Overall, the country data barely improve predictions of our scaling estimates. The next graph shows that there is a minor, negative effect for UK affiliations (meaning a preference for qualitative work) and no effect for US affiliations.

```{r fig.height=8, fig.width=8}
 p_cntry_reg_uk <-  ggpredict(reg_g_2, 'rel_uk') %>%  
   ggplot(aes(x = x, y = predicted)) + geom_line(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(limits = c(-0.45, -0.10), 
                     breaks = scales::pretty_breaks(n = 6), 
                     expand = c(0,0.05)) +
  scale_x_continuous(labels = scales::percent, expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +

   labs( x = 'Share of authors with United Kingdom affiliations',
         y = 'Scaling Position\n(higher = more quantitative)')


 p_cntry_reg_us <-  ggpredict(reg_g_2, 'rel_us') %>%  
   ggplot(aes(x = x, y = predicted)) + geom_line(size = 2) +
  geom_line() + 
  geom_ribbon(aes(ymin = conf.low, ymax = conf.high), alpha = 0.2) +
  scale_y_continuous(limits = c(-0.45, -0.10),
                     breaks = scales::pretty_breaks(n = 6), 
                     expand = c(0,0.05)) +
 scale_x_continuous(labels = scales::percent, expand = c(0,0.05)) +
  theme_ipsum(axis_title_size  = 12, grid = 'XY') +

   labs( x = 'Share of authors with United States affiliations', 
         y = 'Scaling Position\n(higher = more quantitative)')


p_grid_reg_g <- plot_grid(p_cntry_reg_uk + 
                            labs(title = NULL, subtitle = NULL, caption = NULL), 
          p_cntry_reg_us  + labs(title = NULL, subtitle = NULL, caption = NULL), 
           labels = c('(a)', '(b)'),
            label_size  = 12, label_fontface = 'plain',
         nrow = 2)
p_grid_reg_g

# ggsave('output/socsci_wordfish_geo_reg.png',
#         plot = p_grid_reg_g,
#        width =  8, height = 8, dpi = 300)
```


### Correspondence Analysis 

As another robustness check for our results, we used another dimensionality reduction technique, correspendence analysis, to scale the articles for two dimensions instead of only one. The results are very similar.



```{r}
soc_ca <- textmodel_ca(dfm_soc, nd = 2)
ca <- coef(soc_ca, doc_dim = c(1,2), feat_dim = c(1,2))

ca_terms <- ca$coef_feature %>% as_tibble() %>% 
  mutate(term =  rownames(ca$coef_feature),
         Dim1 = Dim1 * -1) # adjust order similar to that of the wordfish model

ca_docs <- ca$coef_document %>% as_tibble() %>%
  mutate(doc =  rownames(ca$coef_document),
         Dim1 = Dim1 * -1) %>% # adjust order similar to that of the wordfish model
  bind_cols(docvars(dfm_soc))
ca_docs$title <- df$title

```

#### Term level dimensions

```{r fig.height=7, fig.width=9}
ca_term_p <- ca_terms %>% 
  ggplot(aes(x = Dim1, y = Dim2)) +  
  geom_point(aes(color = Dim1)) + 
  scale_color_gradient2(low = '#fc8d62', high = '#66c2a5') + 
  scale_y_continuous(breaks= pretty_breaks(n = 5)) + 
  scale_x_continuous(breaks= pretty_breaks(n = 6)) + 
  geom_text_repel(data = ca_terms %>% filter(term %in% to_show),
                                        aes(label = term),
                  force = 1, direction = 'both',
                  size = 2.5,
                  arrow = arrow(length = unit(0.01, "npc")),
                  segment.colour="grey10")  +
  guides('color' = "none") + theme_ipsum(axis_title_size  = 12,
                                        grid="XY") +
  labs(x = 'Correspondence Analysis -  Dimension 1 (higher = more quantitative methodology)',
       y = 'Correspondence Analysis - Dimension 2')

ca_term_p

 # ggsave('output/socsci_ca_terms.png',
 #        plot = ca_term_p,
 #        width =  9, height = 7, dpi = 300)
```


#### Document level dimensions (two exemplary journals)

```{r fig.height=6, fig.width=8}
ca_doc_p <- ca_docs %>% 
  filter(source %in% c('social science research',
                                 'sociology')) %>% 
  ggplot(aes(x = Dim1, y = Dim2, color = source)) +
  geom_point(alpha = 0.5) + 
  geom_hline(yintercept = 0, linetype = 2) + 
  geom_vline(xintercept = 0, linetype = 2) +
  theme_ipsum(axis_title_size  = 12,
                                        grid="XY") +
    labs(x = 'Correspondence Analysis -  Dimension 1 (higher = more quantitative methodology)',
       y = 'Correspondence Analysis - Dimension 2')

ca_doc_p

# ggsave('output/socsci_ca_docs.png',
#       plot = ca_doc_p,
#       width =  9, height = 7, dpi = 300)
```


## R Environment

The following R package versions were used to for this document:

```{r message=FALSE, warning=FALSE}
library(jaod)
library(tidyverse)
library(hrbrthemes)
library(quanteda)
library(spacyr) 
library(ggrepel)
library(cowplot)
library(ggmap)
library(stargazer)
library(scales)
library(splines)
library(ggeffects)
library(texreg)
library(sf)
library(rworldmap)
library(rworldxtra)
library(extrafont)
library(psych)

sessionInfo()
```


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